id	sid	tid	token	lemma	pos
ajceb-6964	1	1	construction	construction	NOUN
ajceb-6964	1	2	economics	economic	NOUN
ajceb-6964	1	3	and	and	CCONJ
ajceb-6964	1	4	building	building	NOUN
ajceb-6964	1	5	vol	vol	NOUN
ajceb-6964	1	6	.	.	PROPN
ajceb-6964	1	7	20	20	NUM
ajceb-6964	1	8	,	,	PUNCT
ajceb-6964	1	9	no	no	INTJ
ajceb-6964	1	10	.	.	NOUN
ajceb-6964	1	11	1	1	NUM
ajceb-6964	1	12	march	march	NOUN
ajceb-6964	1	13	2020	2020	NUM
ajceb-6964	2	1	©	©	ADP
ajceb-6964	2	2	2020	2020	NUM
ajceb-6964	2	3	by	by	ADP
ajceb-6964	2	4	the	the	DET
ajceb-6964	2	5	author(s	author(s	NOUN
ajceb-6964	2	6	)	)	PUNCT
ajceb-6964	2	7	.	.	PUNCT
ajceb-6964	3	1	this	this	PRON
ajceb-6964	3	2	is	be	AUX
ajceb-6964	3	3	an	an	DET
ajceb-6964	3	4	open	open	ADJ
ajceb-6964	3	5	access	access	NOUN
ajceb-6964	3	6	article	article	NOUN
ajceb-6964	3	7	distributed	distribute	VERB
ajceb-6964	3	8	under	under	ADP
ajceb-6964	3	9	the	the	DET
ajceb-6964	3	10	terms	term	NOUN
ajceb-6964	3	11	of	of	ADP
ajceb-6964	3	12	the	the	DET
ajceb-6964	3	13	creative	creative	ADJ
ajceb-6964	3	14	commons	common	NOUN
ajceb-6964	3	15	attribution	attribution	NOUN
ajceb-6964	3	16	4.0	4.0	NUM
ajceb-6964	3	17	international	international	NOUN
ajceb-6964	3	18	(	(	PUNCT
ajceb-6964	3	19	cc	cc	NOUN
ajceb-6964	3	20	by	by	ADP
ajceb-6964	3	21	4.0	4.0	NUM
ajceb-6964	3	22	)	)	PUNCT
ajceb-6964	3	23	license	license	NOUN
ajceb-6964	3	24	(	(	PUNCT
ajceb-6964	3	25	https://	https://	PROPN
ajceb-6964	3	26	creativecommons.org/licenses/	creativecommons.org/licenses/	PROPN
ajceb-6964	3	27	by/4.0/	by/4.0/	NOUN
ajceb-6964	3	28	)	)	PUNCT
ajceb-6964	3	29	,	,	PUNCT
ajceb-6964	3	30	allowing	allow	VERB
ajceb-6964	3	31	third	third	ADJ
ajceb-6964	3	32	parties	party	NOUN
ajceb-6964	3	33	to	to	PART
ajceb-6964	3	34	copy	copy	VERB
ajceb-6964	3	35	and	and	CCONJ
ajceb-6964	3	36	redistribute	redistribute	VERB
ajceb-6964	3	37	the	the	DET
ajceb-6964	3	38	material	material	NOUN
ajceb-6964	3	39	in	in	ADP
ajceb-6964	3	40	any	any	DET
ajceb-6964	3	41	medium	medium	ADJ
ajceb-6964	3	42	or	or	CCONJ
ajceb-6964	3	43	format	format	NOUN
ajceb-6964	3	44	and	and	CCONJ
ajceb-6964	3	45	to	to	ADP
ajceb-6964	3	46	remix	remix	NOUN
ajceb-6964	3	47	,	,	PUNCT
ajceb-6964	3	48	transform	transform	NOUN
ajceb-6964	3	49	,	,	PUNCT
ajceb-6964	3	50	and	and	CCONJ
ajceb-6964	3	51	build	build	VERB
ajceb-6964	3	52	upon	upon	SCONJ
ajceb-6964	3	53	the	the	DET
ajceb-6964	3	54	material	material	NOUN
ajceb-6964	3	55	for	for	ADP
ajceb-6964	3	56	any	any	DET
ajceb-6964	3	57	purpose	purpose	NOUN
ajceb-6964	3	58	,	,	PUNCT
ajceb-6964	3	59	even	even	ADV
ajceb-6964	3	60	commercially	commercially	ADV
ajceb-6964	3	61	,	,	PUNCT
ajceb-6964	3	62	provided	provide	VERB
ajceb-6964	3	63	the	the	DET
ajceb-6964	3	64	original	original	ADJ
ajceb-6964	3	65	work	work	NOUN
ajceb-6964	3	66	is	be	AUX
ajceb-6964	3	67	properly	properly	ADV
ajceb-6964	3	68	cited	cite	VERB
ajceb-6964	3	69	and	and	CCONJ
ajceb-6964	3	70	states	state	VERB
ajceb-6964	3	71	its	its	PRON
ajceb-6964	3	72	license	license	NOUN
ajceb-6964	3	73	.	.	PUNCT
ajceb-6964	4	1	citation	citation	NOUN
ajceb-6964	4	2	:	:	PUNCT
ajceb-6964	4	3	aduwo	aduwo	PROPN
ajceb-6964	4	4	,	,	PUNCT
ajceb-6964	4	5	e.b	e.b	PROPN
ajceb-6964	4	6	.	.	PROPN
ajceb-6964	4	7	,	,	PUNCT
ajceb-6964	4	8	ibem	ibem	NOUN
ajceb-6964	4	9	.	.	PUNCT
ajceb-6964	5	1	e.o	e.o	PROPN
ajceb-6964	5	2	.	.	PROPN
ajceb-6964	5	3	,	,	PUNCT
ajceb-6964	5	4	afolabi	afolabi	NOUN
ajceb-6964	5	5	,	,	PUNCT
ajceb-6964	5	6	a.o	a.o	PROPN
ajceb-6964	5	7	.	.	PROPN
ajceb-6964	5	8	,	,	PUNCT
ajceb-6964	5	9	oluwnmi	oluwnmi	PROPN
ajceb-6964	5	10	,	,	PUNCT
ajceb-6964	5	11	a.o	a.o	PROPN
ajceb-6964	5	12	.	.	PROPN
ajceb-6964	5	13	,	,	PUNCT
ajceb-6964	5	14	tunji	tunji	NOUN
ajceb-6964	5	15	-	-	PUNCT
ajceb-6964	5	16	olayeni	olayeni	ADJ
ajceb-6964	5	17	,	,	PUNCT
ajceb-6964	5	18	p.f	p.f	PROPN
ajceb-6964	5	19	.	.	PROPN
ajceb-6964	5	20	,	,	PUNCT
ajceb-6964	5	21	ayovaughan	ayovaughan	PROPN
ajceb-6964	5	22	,	,	PUNCT
ajceb-6964	5	23	e.a	e.a	PROPN
ajceb-6964	5	24	.	.	PROPN
ajceb-6964	5	25	,	,	PUNCT
ajceb-6964	5	26	uwakonye	uwakonye	PROPN
ajceb-6964	5	27	;	;	PUNCT
ajceb-6964	5	28	u.o	u.o	PROPN
ajceb-6964	5	29	.	.	PROPN
ajceb-6964	5	30	,	,	PUNCT
ajceb-6964	5	31	oni	oni	PROPN
ajceb-6964	5	32	,	,	PUNCT
ajceb-6964	5	33	a.a	a.a	PROPN
ajceb-6964	5	34	.	.	PROPN
ajceb-6964	5	35	2020	2020	NUM
ajceb-6964	5	36	.	.	PUNCT
ajceb-6964	6	1	exploring	explore	VERB
ajceb-6964	6	2	anti	anti	ADJ
ajceb-6964	6	3	-	-	ADJ
ajceb-6964	6	4	corruption	corruption	ADJ
ajceb-6964	6	5	capabilities	capability	NOUN
ajceb-6964	6	6	of	of	ADP
ajceb-6964	6	7	e	e	NOUN
ajceb-6964	6	8	-	-	NOUN
ajceb-6964	6	9	procurement	procurement	NOUN
ajceb-6964	6	10	in	in	ADP
ajceb-6964	6	11	construction	construction	NOUN
ajceb-6964	6	12	project	project	NOUN
ajceb-6964	6	13	delivery	delivery	NOUN
ajceb-6964	6	14	in	in	ADP
ajceb-6964	6	15	nigeria	nigeria	PROPN
ajceb-6964	6	16	.	.	PUNCT
ajceb-6964	7	1	construction	construction	NOUN
ajceb-6964	7	2	economics	economic	NOUN
ajceb-6964	7	3	and	and	CCONJ
ajceb-6964	7	4	building	building	NOUN
ajceb-6964	7	5	,	,	PUNCT
ajceb-6964	7	6	20:1	20:1	NUM
ajceb-6964	7	7	,	,	PUNCT
ajceb-6964	7	8	56	56	NUM
ajceb-6964	7	9	-	-	SYM
ajceb-6964	7	10	76	76	NUM
ajceb-6964	7	11	.	.	PUNCT
ajceb-6964	8	1	https://	https://	PROPN
ajceb-6964	8	2	dx.doi.org/10.5130/ajceb	dx.doi.org/10.5130/ajceb	PROPN
ajceb-6964	8	3	.	.	PUNCT
ajceb-6964	9	1	v20i1.6964	v20i1.6964	PROPN
ajceb-6964	9	2	issn	issn	PROPN
ajceb-6964	9	3	2204	2204	NUM
ajceb-6964	9	4	-	-	SYM
ajceb-6964	9	5	9029	9029	NUM
ajceb-6964	9	6	|	|	ADV
ajceb-6964	9	7	published	publish	VERB
ajceb-6964	9	8	by	by	ADP
ajceb-6964	9	9	uts	ut	NOUN
ajceb-6964	9	10	epress	epress	VERB
ajceb-6964	9	11	|	|	ADV
ajceb-6964	9	12	https://epress	https://epress	PROPN
ajceb-6964	9	13	.	.	PUNCT
ajceb-6964	10	1	lib.uts.edu.au/journals/index	lib.uts.edu.au/journals/index	PROPN
ajceb-6964	10	2	.	.	PUNCT
ajceb-6964	11	1	php	php	PROPN
ajceb-6964	11	2	/	/	SYM
ajceb-6964	11	3	ajceb	ajceb	ADJ
ajceb-6964	11	4	research	research	NOUN
ajceb-6964	11	5	article	article	NOUN
ajceb-6964	11	6	exploring	explore	VERB
ajceb-6964	11	7	anti	anti	ADJ
ajceb-6964	11	8	-	-	ADJ
ajceb-6964	11	9	corruption	corruption	ADJ
ajceb-6964	11	10	capabilities	capability	NOUN
ajceb-6964	11	11	of	of	ADP
ajceb-6964	11	12	e	e	NOUN
ajceb-6964	11	13	-	-	NOUN
ajceb-6964	11	14	procurement	procurement	NOUN
ajceb-6964	11	15	in	in	ADP
ajceb-6964	11	16	construction	construction	NOUN
ajceb-6964	11	17	project	project	NOUN
ajceb-6964	11	18	delivery	delivery	NOUN
ajceb-6964	11	19	in	in	ADP
ajceb-6964	11	20	nigeria	nigeria	PROPN
ajceb-6964	11	21	egidario	egidario	PROPN
ajceb-6964	11	22	b.	b.	PROPN
ajceb-6964	11	23	aduwo1	aduwo1	PROPN
ajceb-6964	11	24	*	*	PROPN
ajceb-6964	11	25	,	,	PUNCT
ajceb-6964	11	26	eziyi	eziyi	VERB
ajceb-6964	11	27	o.	o.	PROPN
ajceb-6964	11	28	ibem2	ibem2	PROPN
ajceb-6964	11	29	;	;	PUNCT
ajceb-6964	11	30	adedeji	adedeji	NOUN
ajceb-6964	11	31	o.	o.	PROPN
ajceb-6964	11	32	afolabi3	afolabi3	PROPN
ajceb-6964	11	33	,	,	PUNCT
ajceb-6964	11	34	adedamola	adedamola	PROPN
ajceb-6964	11	35	o.	o.	PROPN
ajceb-6964	11	36	oluwnmi4	oluwnmi4	PROPN
ajceb-6964	11	37	,	,	PUNCT
ajceb-6964	11	38	patience	patience	PROPN
ajceb-6964	11	39	f.	f.	PROPN
ajceb-6964	11	40	tunji	tunji	PROPN
ajceb-6964	11	41	-	-	PROPN
ajceb-6964	11	42	olayeni3	olayeni3	PROPN
ajceb-6964	11	43	;	;	PUNCT
ajceb-6964	11	44	emmanuel	emmanuel	PROPN
ajceb-6964	11	45	a.	a.	PROPN
ajceb-6964	11	46	ayo	ayo	PROPN
ajceb-6964	11	47	-	-	PUNCT
ajceb-6964	11	48	vaughan5	vaughan5	NOUN
ajceb-6964	11	49	uwakonye	uwakonye	NOUN
ajceb-6964	11	50	o.	o.	PROPN
ajceb-6964	11	51	uwakonye1	uwakonye1	PROPN
ajceb-6964	11	52	;	;	PUNCT
ajceb-6964	11	53	aderonke	aderonke	PROPN
ajceb-6964	11	54	a.	a.	PROPN
ajceb-6964	11	55	oni6	oni6	PROPN
ajceb-6964	11	56	1	1	NUM
ajceb-6964	11	57	department	department	NOUN
ajceb-6964	11	58	of	of	ADP
ajceb-6964	11	59	architecture	architecture	NOUN
ajceb-6964	11	60	,	,	PUNCT
ajceb-6964	11	61	covenant	covenant	ADJ
ajceb-6964	11	62	university	university	PROPN
ajceb-6964	11	63	,	,	PUNCT
ajceb-6964	11	64	ota	ota	PROPN
ajceb-6964	11	65	,	,	PUNCT
ajceb-6964	11	66	nigeria	nigeria	PROPN
ajceb-6964	11	67	2	2	NUM
ajceb-6964	11	68	department	department	NOUN
ajceb-6964	11	69	of	of	ADP
ajceb-6964	11	70	architecture	architecture	NOUN
ajceb-6964	11	71	,	,	PUNCT
ajceb-6964	11	72	university	university	PROPN
ajceb-6964	11	73	of	of	ADP
ajceb-6964	11	74	nigeria	nigeria	PROPN
ajceb-6964	11	75	,	,	PUNCT
ajceb-6964	11	76	enugu	enugu	PROPN
ajceb-6964	11	77	campus	campus	PROPN
ajceb-6964	11	78	,	,	PUNCT
ajceb-6964	11	79	enugu	enugu	PROPN
ajceb-6964	11	80	,	,	PUNCT
ajceb-6964	11	81	nigeria	nigeria	PROPN
ajceb-6964	11	82	3	3	NUM
ajceb-6964	11	83	department	department	NOUN
ajceb-6964	11	84	of	of	ADP
ajceb-6964	11	85	building	building	PROPN
ajceb-6964	11	86	technology	technology	NOUN
ajceb-6964	11	87	,	,	PUNCT
ajceb-6964	11	88	covenant	covenant	ADJ
ajceb-6964	11	89	university	university	PROPN
ajceb-6964	11	90	,	,	PUNCT
ajceb-6964	11	91	ota	ota	PROPN
ajceb-6964	11	92	,	,	PUNCT
ajceb-6964	11	93	nigeria	nigeria	PROPN
ajceb-6964	11	94	4	4	NUM
ajceb-6964	11	95	department	department	NOUN
ajceb-6964	11	96	of	of	ADP
ajceb-6964	11	97	estate	estate	NOUN
ajceb-6964	11	98	management	management	NOUN
ajceb-6964	11	99	,	,	PUNCT
ajceb-6964	11	100	covenant	covenant	ADJ
ajceb-6964	11	101	university	university	PROPN
ajceb-6964	11	102	,	,	PUNCT
ajceb-6964	11	103	ota	ota	PROPN
ajceb-6964	11	104	,	,	PUNCT
ajceb-6964	11	105	nigeria	nigeria	PROPN
ajceb-6964	11	106	5	5	NUM
ajceb-6964	11	107	department	department	NOUN
ajceb-6964	11	108	of	of	ADP
ajceb-6964	11	109	architecture	architecture	NOUN
ajceb-6964	11	110	,	,	PUNCT
ajceb-6964	11	111	bells	bell	VERB
ajceb-6964	11	112	university	university	PROPN
ajceb-6964	11	113	of	of	ADP
ajceb-6964	11	114	technology	technology	PROPN
ajceb-6964	11	115	,	,	PUNCT
ajceb-6964	11	116	ota	ota	PROPN
ajceb-6964	11	117	,	,	PUNCT
ajceb-6964	11	118	nigeria	nigeria	PROPN
ajceb-6964	11	119	6	6	NUM
ajceb-6964	11	120	department	department	NOUN
ajceb-6964	11	121	of	of	ADP
ajceb-6964	11	122	computer	computer	PROPN
ajceb-6964	11	123	&	&	CCONJ
ajceb-6964	11	124	information	information	PROPN
ajceb-6964	11	125	sciences	sciences	PROPN
ajceb-6964	11	126	,	,	PUNCT
ajceb-6964	11	127	covenant	covenant	ADJ
ajceb-6964	11	128	university	university	PROPN
ajceb-6964	11	129	,	,	PUNCT
ajceb-6964	11	130	ota	ota	PROPN
ajceb-6964	11	131	,	,	PUNCT
ajceb-6964	11	132	nigeria	nigeria	PROPN
ajceb-6964	11	133	*	*	PUNCT
ajceb-6964	11	134	corresponding	correspond	VERB
ajceb-6964	11	135	author	author	NOUN
ajceb-6964	11	136	:	:	PUNCT
ajceb-6964	11	137	egidario	egidario	PROPN
ajceb-6964	11	138	b.	b.	PROPN
ajceb-6964	11	139	aduwo	aduwo	PROPN
ajceb-6964	11	140	;	;	PUNCT
ajceb-6964	11	141	department	department	NOUN
ajceb-6964	11	142	of	of	ADP
ajceb-6964	11	143	architecture	architecture	NOUN
ajceb-6964	11	144	,	,	PUNCT
ajceb-6964	11	145	covenant	covenant	ADJ
ajceb-6964	11	146	university	university	PROPN
ajceb-6964	11	147	,	,	PUNCT
ajceb-6964	11	148	ota	ota	PROPN
ajceb-6964	11	149	,	,	PUNCT
ajceb-6964	11	150	nigeria	nigeria	PROPN
ajceb-6964	11	151	;	;	PUNCT
ajceb-6964	11	152	e	e	X
ajceb-6964	11	153	-	-	NOUN
ajceb-6964	11	154	mail	mail	NOUN
ajceb-6964	11	155	:	:	PUNCT
ajceb-6964	11	156	egidario.aduwo@covenantuniversity.edu.ng	egidario.aduwo@covenantuniversity.edu.ng	NOUN
ajceb-6964	11	157	doi	doi	PROPN
ajceb-6964	11	158	:	:	PUNCT
ajceb-6964	11	159	10.5130	10.5130	NUM
ajceb-6964	11	160	/	/	SYM
ajceb-6964	11	161	ajceb.v20i1.6964	ajceb.v20i1.6964	NOUN
ajceb-6964	11	162	article	article	NOUN
ajceb-6964	11	163	history	history	NOUN
ajceb-6964	11	164	:	:	PUNCT
ajceb-6964	11	165	received	receive	VERB
ajceb-6964	11	166	12/2/2019	12/2/2019	NUM
ajceb-6964	11	167	;	;	PUNCT
ajceb-6964	11	168	revised	revise	VERB
ajceb-6964	11	169	2/3/2020	2/3/2020	NOUN
ajceb-6964	11	170	;	;	PUNCT
ajceb-6964	11	171	accepted	accept	VERB
ajceb-6964	11	172	2/8/2020	2/8/2020	NUM
ajceb-6964	11	173	;	;	PUNCT
ajceb-6964	11	174	published	publish	VERB
ajceb-6964	11	175	07/04/2020	07/04/2020	NUM
ajceb-6964	11	176	abstract	abstract	ADJ
ajceb-6964	11	177	the	the	DET
ajceb-6964	11	178	use	use	NOUN
ajceb-6964	11	179	of	of	ADP
ajceb-6964	11	180	electronic	electronic	ADJ
ajceb-6964	11	181	(	(	PUNCT
ajceb-6964	11	182	e-	e-	NOUN
ajceb-6964	11	183	)	)	PUNCT
ajceb-6964	11	184	procurement	procurement	NOUN
ajceb-6964	11	185	to	to	PART
ajceb-6964	11	186	support	support	VERB
ajceb-6964	11	187	the	the	DET
ajceb-6964	11	188	execution	execution	NOUN
ajceb-6964	11	189	of	of	ADP
ajceb-6964	11	190	supply	supply	NOUN
ajceb-6964	11	191	chain	chain	NOUN
ajceb-6964	11	192	management	management	NOUN
ajceb-6964	11	193	activities	activity	NOUN
ajceb-6964	11	194	in	in	ADP
ajceb-6964	11	195	the	the	DET
ajceb-6964	11	196	different	different	ADJ
ajceb-6964	11	197	industrial	industrial	ADJ
ajceb-6964	11	198	sectors	sector	NOUN
ajceb-6964	11	199	is	be	AUX
ajceb-6964	11	200	permeating	permeate	VERB
ajceb-6964	11	201	all	all	DET
ajceb-6964	11	202	regions	region	NOUN
ajceb-6964	11	203	of	of	ADP
ajceb-6964	11	204	the	the	DET
ajceb-6964	11	205	world	world	NOUN
ajceb-6964	11	206	.	.	PUNCT
ajceb-6964	12	1	however	however	ADV
ajceb-6964	12	2	,	,	PUNCT
ajceb-6964	12	3	in	in	ADP
ajceb-6964	12	4	countries	country	NOUN
ajceb-6964	12	5	in	in	ADP
ajceb-6964	12	6	sub	sub	ADJ
ajceb-6964	12	7	-	-	ADJ
ajceb-6964	12	8	saharan	saharan	ADJ
ajceb-6964	12	9	africa	africa	PROPN
ajceb-6964	12	10	where	where	SCONJ
ajceb-6964	12	11	there	there	PRON
ajceb-6964	12	12	is	be	VERB
ajceb-6964	12	13	a	a	DET
ajceb-6964	12	14	significant	significant	ADJ
ajceb-6964	12	15	level	level	NOUN
ajceb-6964	12	16	of	of	ADP
ajceb-6964	12	17	corruption	corruption	NOUN
ajceb-6964	12	18	and	and	CCONJ
ajceb-6964	12	19	unethical	unethical	ADJ
ajceb-6964	12	20	practices	practice	NOUN
ajceb-6964	12	21	in	in	ADP
ajceb-6964	12	22	the	the	DET
ajceb-6964	12	23	procurement	procurement	NOUN
ajceb-6964	12	24	process	process	NOUN
ajceb-6964	12	25	,	,	PUNCT
ajceb-6964	12	26	there	there	PRON
ajceb-6964	12	27	is	be	VERB
ajceb-6964	12	28	a	a	DET
ajceb-6964	12	29	need	need	NOUN
ajceb-6964	12	30	for	for	ADP
ajceb-6964	12	31	a	a	DET
ajceb-6964	12	32	better	well	ADJ
ajceb-6964	12	33	understanding	understanding	NOUN
ajceb-6964	12	34	of	of	ADP
ajceb-6964	12	35	how	how	SCONJ
ajceb-6964	12	36	e	e	NOUN
ajceb-6964	12	37	-	-	NOUN
ajceb-6964	12	38	procurement	procurement	NOUN
ajceb-6964	12	39	can	can	AUX
ajceb-6964	12	40	help	help	VERB
ajceb-6964	12	41	to	to	PART
ajceb-6964	12	42	check	check	VERB
ajceb-6964	12	43	the	the	DET
ajceb-6964	12	44	incidence	incidence	NOUN
ajceb-6964	12	45	of	of	ADP
ajceb-6964	12	46	corrupt	corrupt	ADJ
ajceb-6964	12	47	and	and	CCONJ
ajceb-6964	12	48	unethical	unethical	ADJ
ajceb-6964	12	49	practices	practice	NOUN
ajceb-6964	12	50	in	in	ADP
ajceb-6964	12	51	construction	construction	NOUN
ajceb-6964	12	52	project	project	NOUN
ajceb-6964	12	53	delivery	delivery	NOUN
ajceb-6964	12	54	.	.	PUNCT
ajceb-6964	13	1	this	this	DET
ajceb-6964	13	2	study	study	NOUN
ajceb-6964	13	3	relied	rely	VERB
ajceb-6964	13	4	on	on	ADP
ajceb-6964	13	5	a	a	DET
ajceb-6964	13	6	cross	cross	ADJ
ajceb-6964	13	7	-	-	ADJ
ajceb-6964	13	8	sectional	sectional	ADJ
ajceb-6964	13	9	survey	survey	NOUN
ajceb-6964	13	10	of	of	ADP
ajceb-6964	13	11	759	759	NUM
ajceb-6964	13	12	respondents	respondent	NOUN
ajceb-6964	13	13	,	,	PUNCT
ajceb-6964	13	14	including	include	VERB
ajceb-6964	13	15	architects	architect	NOUN
ajceb-6964	13	16	,	,	PUNCT
ajceb-6964	13	17	builders	builder	NOUN
ajceb-6964	13	18	,	,	PUNCT
ajceb-6964	13	19	engineers	engineer	NOUN
ajceb-6964	13	20	,	,	PUNCT
ajceb-6964	13	21	estate	estate	NOUN
ajceb-6964	13	22	/	/	SYM
ajceb-6964	13	23	facilities	facility	NOUN
ajceb-6964	13	24	managers	manager	NOUN
ajceb-6964	13	25	,	,	PUNCT
ajceb-6964	13	26	contractors	contractor	NOUN
ajceb-6964	13	27	,	,	PUNCT
ajceb-6964	13	28	construction/	construction/	NUM
ajceb-6964	13	29	project	project	NOUN
ajceb-6964	13	30	managers	manager	NOUN
ajceb-6964	13	31	,	,	PUNCT
ajceb-6964	13	32	quantity	quantity	NOUN
ajceb-6964	13	33	surveyors	surveyor	NOUN
ajceb-6964	13	34	,	,	PUNCT
ajceb-6964	13	35	supply	supply	NOUN
ajceb-6964	13	36	chain	chain	NOUN
ajceb-6964	13	37	managers	manager	NOUN
ajceb-6964	13	38	and	and	CCONJ
ajceb-6964	13	39	others	other	NOUN
ajceb-6964	13	40	to	to	PART
ajceb-6964	13	41	identify	identify	VERB
ajceb-6964	13	42	and	and	CCONJ
ajceb-6964	13	43	analyse	analyse	VERB
ajceb-6964	13	44	the	the	DET
ajceb-6964	13	45	anti	anti	ADJ
ajceb-6964	13	46	-	-	ADJ
ajceb-6964	13	47	corruption	corruption	ADJ
ajceb-6964	13	48	capabilities	capability	NOUN
ajceb-6964	13	49	of	of	ADP
ajceb-6964	13	50	e	e	NOUN
ajceb-6964	13	51	-	-	NOUN
ajceb-6964	13	52	procurement	procurement	NOUN
ajceb-6964	13	53	in	in	ADP
ajceb-6964	13	54	construction	construction	NOUN
ajceb-6964	13	55	project	project	NOUN
ajceb-6964	13	56	delivery	delivery	NOUN
ajceb-6964	13	57	in	in	ADP
ajceb-6964	13	58	nigeria	nigeria	PROPN
ajceb-6964	13	59	.	.	PUNCT
ajceb-6964	14	1	the	the	DET
ajceb-6964	14	2	results	result	NOUN
ajceb-6964	14	3	of	of	ADP
ajceb-6964	14	4	the	the	DET
ajceb-6964	14	5	descriptive	descriptive	ADJ
ajceb-6964	14	6	statistics	statistic	NOUN
ajceb-6964	14	7	,	,	PUNCT
ajceb-6964	14	8	relative	relative	ADJ
ajceb-6964	14	9	importance	importance	NOUN
ajceb-6964	14	10	index	index	NOUN
ajceb-6964	14	11	and	and	CCONJ
ajceb-6964	14	12	principal	principal	ADJ
ajceb-6964	14	13	components	component	NOUN
ajceb-6964	14	14	analysis	analysis	NOUN
ajceb-6964	14	15	identified	identify	VERB
ajceb-6964	14	16	18	18	NUM
ajceb-6964	14	17	anti	anti	ADJ
ajceb-6964	14	18	-	-	ADJ
ajceb-6964	14	19	corruption	corruption	ADJ
ajceb-6964	14	20	capabilities	capability	NOUN
ajceb-6964	14	21	in	in	ADP
ajceb-6964	14	22	e	e	NOUN
ajceb-6964	14	23	-	-	NOUN
ajceb-6964	14	24	procurement	procurement	NOUN
ajceb-6964	14	25	in	in	ADP
ajceb-6964	14	26	construction	construction	NOUN
ajceb-6964	14	27	project	project	NOUN
ajceb-6964	14	28	delivery	delivery	NOUN
ajceb-6964	14	29	with	with	ADP
ajceb-6964	14	30	the	the	DET
ajceb-6964	14	31	three	three	NUM
ajceb-6964	14	32	most	most	ADV
ajceb-6964	14	33	important	important	ADJ
ajceb-6964	14	34	ones	one	NOUN
ajceb-6964	14	35	being	be	AUX
ajceb-6964	14	36	the	the	DET
ajceb-6964	14	37	capability	capability	NOUN
ajceb-6964	14	38	of	of	ADP
ajceb-6964	14	39	e	e	NOUN
ajceb-6964	14	40	-	-	NOUN
ajceb-6964	14	41	procurement	procurement	NOUN
ajceb-6964	14	42	to	to	PART
ajceb-6964	14	43	ensure	ensure	VERB
ajceb-6964	14	44	good	good	ADJ
ajceb-6964	14	45	inventory	inventory	NOUN
ajceb-6964	14	46	management	management	NOUN
ajceb-6964	14	47	/	/	SYM
ajceb-6964	14	48	record	record	NOUN
ajceb-6964	14	49	keeping	keeping	NOUN
ajceb-6964	14	50	;	;	PUNCT
ajceb-6964	14	51	accountability	accountability	NOUN
ajceb-6964	14	52	by	by	ADP
ajceb-6964	14	53	providing	provide	VERB
ajceb-6964	14	54	audit	audit	NOUN
ajceb-6964	14	55	services	service	NOUN
ajceb-6964	14	56	trail	trail	NOUN
ajceb-6964	14	57	declaration	declaration	NOUN
ajceb-6964	14	58	of	of	ADP
ajceb-6964	14	59	conflicting	conflicting	ADJ
ajceb-6964	14	60	interest	interest	NOUN
ajceb-6964	14	61	the	the	DET
ajceb-6964	14	62	author(s	author(s	NOUN
ajceb-6964	14	63	)	)	PUNCT
ajceb-6964	14	64	declared	declare	VERB
ajceb-6964	14	65	no	no	DET
ajceb-6964	14	66	potential	potential	ADJ
ajceb-6964	14	67	conflicts	conflict	NOUN
ajceb-6964	14	68	of	of	ADP
ajceb-6964	14	69	interest	interest	NOUN
ajceb-6964	14	70	with	with	ADP
ajceb-6964	14	71	respect	respect	NOUN
ajceb-6964	14	72	to	to	ADP
ajceb-6964	14	73	the	the	DET
ajceb-6964	14	74	research	research	NOUN
ajceb-6964	14	75	,	,	PUNCT
ajceb-6964	14	76	authorship	authorship	NOUN
ajceb-6964	14	77	,	,	PUNCT
ajceb-6964	14	78	and/or	and/or	CCONJ
ajceb-6964	14	79	publication	publication	NOUN
ajceb-6964	14	80	of	of	ADP
ajceb-6964	14	81	this	this	DET
ajceb-6964	14	82	article	article	NOUN
ajceb-6964	14	83	.	.	PUNCT
ajceb-6964	15	1	funding	fund	VERB
ajceb-6964	15	2	the	the	DET
ajceb-6964	15	3	authors	author	NOUN
ajceb-6964	15	4	wish	wish	VERB
ajceb-6964	15	5	to	to	PART
ajceb-6964	15	6	acknowledge	acknowledge	VERB
ajceb-6964	15	7	the	the	DET
ajceb-6964	15	8	covenant	covenant	ADJ
ajceb-6964	15	9	university	university	NOUN
ajceb-6964	15	10	centre	centre	NOUN
ajceb-6964	15	11	for	for	ADP
ajceb-6964	15	12	research	research	NOUN
ajceb-6964	15	13	,	,	PUNCT
ajceb-6964	15	14	innovation	innovation	NOUN
ajceb-6964	15	15	and	and	CCONJ
ajceb-6964	15	16	discovery	discovery	NOUN
ajceb-6964	15	17	(	(	PUNCT
ajceb-6964	15	18	cucrid	cucrid	NOUN
ajceb-6964	15	19	)	)	PUNCT
ajceb-6964	15	20	who	who	PRON
ajceb-6964	15	21	provided	provide	VERB
ajceb-6964	15	22	the	the	DET
ajceb-6964	15	23	grant	grant	NOUN
ajceb-6964	15	24	that	that	PRON
ajceb-6964	15	25	made	make	VERB
ajceb-6964	15	26	this	this	DET
ajceb-6964	15	27	research	research	NOUN
ajceb-6964	15	28	possible	possible	ADJ
ajceb-6964	15	29	.	.	PUNCT
ajceb-6964	16	1	56	56	NUM
ajceb-6964	16	2	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
ajceb-6964	16	3	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
ajceb-6964	16	4	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
ajceb-6964	16	5	https://doi.org/10.5130/ajceb.v20i1.6964	https://doi.org/10.5130/ajceb.v20i1.6964	X
ajceb-6964	16	6	https://doi.org/10.5130/ajceb.v20i1.6964	https://doi.org/10.5130/ajceb.v20i1.6964	X
ajceb-6964	16	7	https://doi.org/10.5130/ajceb.v20i1.6964	https://doi.org/10.5130/ajceb.v20i1.6964	X
ajceb-6964	16	8	https://epress.lib.uts.edu.au/journals/index.php/ajceb	https://epress.lib.uts.edu.au/journals/index.php/ajceb	VERB
ajceb-6964	16	9	https://epress.lib.uts.edu.au/journals/index.php/ajceb	https://epress.lib.uts.edu.au/journals/index.php/ajceb	NOUN
ajceb-6964	16	10	https://epress.lib.uts.edu.au/journals/index.php/ajceb	https://epress.lib.uts.edu.au/journals/index.php/ajceb	SCONJ
ajceb-6964	16	11	mailto:egidario.aduwo@covenantuniversity.edu.ng	mailto:egidario.aduwo@covenantuniversity.edu.ng	PROPN
ajceb-6964	16	12	https://dx.doi.org/10.5130/ajceb.v20i1.6964	https://dx.doi.org/10.5130/ajceb.v20i1.6964	NOUN
ajceb-6964	16	13	and	and	CCONJ
ajceb-6964	16	14	minimise	minimise	VERB
ajceb-6964	16	15	direct	direct	ADJ
ajceb-6964	16	16	human	human	ADJ
ajceb-6964	16	17	contacts	contact	NOUN
ajceb-6964	16	18	during	during	ADP
ajceb-6964	16	19	bidding	bidding	NOUN
ajceb-6964	16	20	.	.	PUNCT
ajceb-6964	17	1	the	the	DET
ajceb-6964	17	2	key	key	ADJ
ajceb-6964	17	3	underlying	underlying	ADJ
ajceb-6964	17	4	dimensions	dimension	NOUN
ajceb-6964	17	5	of	of	ADP
ajceb-6964	17	6	these	these	DET
ajceb-6964	17	7	capabilities	capability	NOUN
ajceb-6964	17	8	include	include	VERB
ajceb-6964	17	9	the	the	DET
ajceb-6964	17	10	advantage	advantage	NOUN
ajceb-6964	17	11	of	of	ADP
ajceb-6964	17	12	e	e	NOUN
ajceb-6964	17	13	-	-	NOUN
ajceb-6964	17	14	procurement	procurement	NOUN
ajceb-6964	17	15	over	over	ADP
ajceb-6964	17	16	the	the	DET
ajceb-6964	17	17	traditional	traditional	ADJ
ajceb-6964	17	18	paper	paper	NOUN
ajceb-6964	17	19	-	-	PUNCT
ajceb-6964	17	20	based	base	VERB
ajceb-6964	17	21	method	method	NOUN
ajceb-6964	17	22	;	;	PUNCT
ajceb-6964	17	23	transparent	transparent	ADJ
ajceb-6964	17	24	bidding	bidding	NOUN
ajceb-6964	17	25	process	process	NOUN
ajceb-6964	17	26	and	and	CCONJ
ajceb-6964	17	27	increase	increase	VERB
ajceb-6964	17	28	in	in	ADP
ajceb-6964	17	29	competition	competition	NOUN
ajceb-6964	17	30	in	in	ADP
ajceb-6964	17	31	construction	construction	NOUN
ajceb-6964	17	32	project	project	NOUN
ajceb-6964	17	33	delivery	delivery	NOUN
ajceb-6964	17	34	process	process	NOUN
ajceb-6964	17	35	.	.	PUNCT
ajceb-6964	18	1	the	the	DET
ajceb-6964	18	2	findings	finding	NOUN
ajceb-6964	18	3	of	of	ADP
ajceb-6964	18	4	this	this	DET
ajceb-6964	18	5	study	study	NOUN
ajceb-6964	18	6	have	have	VERB
ajceb-6964	18	7	implications	implication	NOUN
ajceb-6964	18	8	,	,	PUNCT
ajceb-6964	18	9	especially	especially	ADV
ajceb-6964	18	10	,	,	PUNCT
ajceb-6964	18	11	on	on	ADP
ajceb-6964	18	12	the	the	DET
ajceb-6964	18	13	use	use	NOUN
ajceb-6964	18	14	of	of	ADP
ajceb-6964	18	15	e	e	NOUN
ajceb-6964	18	16	-	-	NOUN
ajceb-6964	18	17	procurement	procurement	NOUN
ajceb-6964	18	18	to	to	PART
ajceb-6964	18	19	curb	curb	VERB
ajceb-6964	18	20	corruption	corruption	NOUN
ajceb-6964	18	21	in	in	ADP
ajceb-6964	18	22	construction	construction	NOUN
ajceb-6964	18	23	procurement	procurement	NOUN
ajceb-6964	18	24	activities	activity	NOUN
ajceb-6964	18	25	.	.	PUNCT
ajceb-6964	19	1	keywords	keyword	NOUN
ajceb-6964	19	2	:	:	PUNCT
ajceb-6964	19	3	anti	anti	ADJ
ajceb-6964	19	4	-	-	ADJ
ajceb-6964	19	5	corruption	corruption	ADJ
ajceb-6964	19	6	capabilities	capability	NOUN
ajceb-6964	19	7	,	,	PUNCT
ajceb-6964	19	8	procurement	procurement	NOUN
ajceb-6964	19	9	,	,	PUNCT
ajceb-6964	19	10	construction	construction	NOUN
ajceb-6964	19	11	project	project	NOUN
ajceb-6964	19	12	delivery	delivery	NOUN
ajceb-6964	19	13	,	,	PUNCT
ajceb-6964	19	14	e	e	NOUN
ajceb-6964	19	15	-	-	NOUN
ajceb-6964	19	16	procurement	procurement	NOUN
ajceb-6964	19	17	,	,	PUNCT
ajceb-6964	19	18	nigeria	nigeria	PROPN
ajceb-6964	19	19	.	.	PUNCT
ajceb-6964	20	1	introduction	introduction	NOUN
ajceb-6964	20	2	one	one	NUM
ajceb-6964	20	3	of	of	ADP
ajceb-6964	20	4	the	the	DET
ajceb-6964	20	5	challenges	challenge	NOUN
ajceb-6964	20	6	confronting	confront	VERB
ajceb-6964	20	7	the	the	DET
ajceb-6964	20	8	construction	construction	NOUN
ajceb-6964	20	9	industry	industry	NOUN
ajceb-6964	20	10	globally	globally	ADV
ajceb-6964	20	11	is	be	AUX
ajceb-6964	20	12	the	the	DET
ajceb-6964	20	13	growing	grow	VERB
ajceb-6964	20	14	incidence	incidence	NOUN
ajceb-6964	20	15	of	of	ADP
ajceb-6964	20	16	corruption	corruption	NOUN
ajceb-6964	20	17	in	in	ADP
ajceb-6964	20	18	the	the	DET
ajceb-6964	20	19	delivery	delivery	NOUN
ajceb-6964	20	20	of	of	ADP
ajceb-6964	20	21	projects	project	NOUN
ajceb-6964	20	22	.	.	PUNCT
ajceb-6964	21	1	in	in	ADP
ajceb-6964	21	2	fact	fact	NOUN
ajceb-6964	21	3	,	,	PUNCT
ajceb-6964	21	4	hardoon	hardoon	NOUN
ajceb-6964	21	5	and	and	CCONJ
ajceb-6964	21	6	heinrich	heinrich	PROPN
ajceb-6964	21	7	(	(	PUNCT
ajceb-6964	21	8	2011	2011	NUM
ajceb-6964	21	9	)	)	PUNCT
ajceb-6964	21	10	observed	observe	VERB
ajceb-6964	21	11	that	that	SCONJ
ajceb-6964	21	12	the	the	DET
ajceb-6964	21	13	transparency	transparency	NOUN
ajceb-6964	21	14	international	international	PROPN
ajceb-6964	21	15	classifies	classify	VERB
ajceb-6964	21	16	the	the	DET
ajceb-6964	21	17	procurement	procurement	NOUN
ajceb-6964	21	18	of	of	ADP
ajceb-6964	21	19	public	public	ADJ
ajceb-6964	21	20	works	work	NOUN
ajceb-6964	21	21	and	and	CCONJ
ajceb-6964	21	22	construction	construction	NOUN
ajceb-6964	21	23	projects	project	NOUN
ajceb-6964	21	24	among	among	ADP
ajceb-6964	21	25	the	the	DET
ajceb-6964	21	26	activities	activity	NOUN
ajceb-6964	21	27	where	where	SCONJ
ajceb-6964	21	28	the	the	DET
ajceb-6964	21	29	payment	payment	NOUN
ajceb-6964	21	30	of	of	ADP
ajceb-6964	21	31	bribes	bribe	NOUN
ajceb-6964	21	32	is	be	AUX
ajceb-6964	21	33	very	very	ADV
ajceb-6964	21	34	common	common	ADJ
ajceb-6964	21	35	.	.	PUNCT
ajceb-6964	22	1	although	although	SCONJ
ajceb-6964	22	2	corruption	corruption	NOUN
ajceb-6964	22	3	is	be	AUX
ajceb-6964	22	4	generally	generally	ADV
ajceb-6964	22	5	described	describe	VERB
ajceb-6964	22	6	as	as	ADP
ajceb-6964	22	7	the	the	DET
ajceb-6964	22	8	abuse	abuse	NOUN
ajceb-6964	22	9	or	or	CCONJ
ajceb-6964	22	10	misuse	misuse	NOUN
ajceb-6964	22	11	of	of	ADP
ajceb-6964	22	12	entrusted	entrust	VERB
ajceb-6964	22	13	power	power	NOUN
ajceb-6964	22	14	for	for	ADP
ajceb-6964	22	15	private	private	ADJ
ajceb-6964	22	16	gains	gain	NOUN
ajceb-6964	22	17	or	or	CCONJ
ajceb-6964	22	18	benefits	benefit	NOUN
ajceb-6964	22	19	(	(	PUNCT
ajceb-6964	22	20	transparency	transparency	NOUN
ajceb-6964	22	21	international	international	NOUN
ajceb-6964	22	22	,	,	PUNCT
ajceb-6964	22	23	2013	2013	NUM
ajceb-6964	22	24	)	)	PUNCT
ajceb-6964	22	25	,	,	PUNCT
ajceb-6964	22	26	in	in	ADP
ajceb-6964	22	27	the	the	DET
ajceb-6964	22	28	context	context	NOUN
ajceb-6964	22	29	of	of	ADP
ajceb-6964	22	30	construction	construction	NOUN
ajceb-6964	22	31	,	,	PUNCT
ajceb-6964	22	32	it	it	PRON
ajceb-6964	22	33	is	be	AUX
ajceb-6964	22	34	the	the	DET
ajceb-6964	22	35	abuse	abuse	NOUN
ajceb-6964	22	36	of	of	ADP
ajceb-6964	22	37	assigned	assign	VERB
ajceb-6964	22	38	authority	authority	NOUN
ajceb-6964	22	39	or	or	CCONJ
ajceb-6964	22	40	engagement	engagement	NOUN
ajceb-6964	22	41	in	in	ADP
ajceb-6964	22	42	unethical	unethical	ADJ
ajceb-6964	22	43	practices	practice	NOUN
ajceb-6964	22	44	for	for	ADP
ajceb-6964	22	45	personal	personal	ADJ
ajceb-6964	22	46	gains	gain	NOUN
ajceb-6964	22	47	at	at	ADP
ajceb-6964	22	48	the	the	DET
ajceb-6964	22	49	expense	expense	NOUN
ajceb-6964	22	50	of	of	ADP
ajceb-6964	22	51	projects	project	NOUN
ajceb-6964	22	52	(	(	PUNCT
ajceb-6964	22	53	le	le	X
ajceb-6964	22	54	et	et	PROPN
ajceb-6964	22	55	al	al	PROPN
ajceb-6964	22	56	.	.	PROPN
ajceb-6964	22	57	,	,	PUNCT
ajceb-6964	22	58	2014	2014	NUM
ajceb-6964	22	59	)	)	PUNCT
ajceb-6964	22	60	.	.	PUNCT
ajceb-6964	23	1	the	the	DET
ajceb-6964	23	2	existing	exist	VERB
ajceb-6964	23	3	studies	study	NOUN
ajceb-6964	23	4	have	have	AUX
ajceb-6964	23	5	shown	show	VERB
ajceb-6964	23	6	that	that	SCONJ
ajceb-6964	23	7	corruption	corruption	NOUN
ajceb-6964	23	8	in	in	ADP
ajceb-6964	23	9	the	the	DET
ajceb-6964	23	10	construction	construction	NOUN
ajceb-6964	23	11	industry	industry	NOUN
ajceb-6964	23	12	,	,	PUNCT
ajceb-6964	23	13	manifests	manifest	NOUN
ajceb-6964	23	14	in	in	ADP
ajceb-6964	23	15	different	different	ADJ
ajceb-6964	23	16	forms	form	NOUN
ajceb-6964	23	17	such	such	ADJ
ajceb-6964	23	18	as	as	ADP
ajceb-6964	23	19	embezzlement	embezzlement	NOUN
ajceb-6964	23	20	,	,	PUNCT
ajceb-6964	23	21	kickbacks	kickback	NOUN
ajceb-6964	23	22	,	,	PUNCT
ajceb-6964	23	23	and	and	CCONJ
ajceb-6964	23	24	fraud	fraud	NOUN
ajceb-6964	23	25	(	(	PUNCT
ajceb-6964	23	26	sohail	sohail	PROPN
ajceb-6964	23	27	and	and	CCONJ
ajceb-6964	23	28	cavill	cavill	PROPN
ajceb-6964	23	29	,	,	PUNCT
ajceb-6964	23	30	2008	2008	NUM
ajceb-6964	23	31	;	;	PUNCT
ajceb-6964	23	32	ameh	ameh	NOUN
ajceb-6964	23	33	and	and	CCONJ
ajceb-6964	23	34	odusanmi	odusanmi	NOUN
ajceb-6964	23	35	,	,	PUNCT
ajceb-6964	23	36	2010	2010	NUM
ajceb-6964	23	37	)	)	PUNCT
ajceb-6964	23	38	,	,	PUNCT
ajceb-6964	23	39	collusion	collusion	NOUN
ajceb-6964	23	40	,	,	PUNCT
ajceb-6964	23	41	nepotism	nepotism	NOUN
ajceb-6964	23	42	,	,	PUNCT
ajceb-6964	23	43	and	and	CCONJ
ajceb-6964	23	44	extortion	extortion	NOUN
ajceb-6964	23	45	(	(	PUNCT
ajceb-6964	23	46	oseitutu	oseitutu	NOUN
ajceb-6964	23	47	,	,	PUNCT
ajceb-6964	23	48	badu	badu	ADJ
ajceb-6964	23	49	and	and	CCONJ
ajceb-6964	23	50	owusu	owusu	NOUN
ajceb-6964	23	51	-	-	PUNCT
ajceb-6964	23	52	manu	manu	PROPN
ajceb-6964	23	53	,	,	PUNCT
ajceb-6964	23	54	2010	2010	NUM
ajceb-6964	23	55	;	;	PUNCT
ajceb-6964	23	56	chan	chan	PROPN
ajceb-6964	23	57	and	and	CCONJ
ajceb-6964	23	58	owusu	owusu	PROPN
ajceb-6964	23	59	,	,	PUNCT
ajceb-6964	23	60	2017	2017	NUM
ajceb-6964	23	61	)	)	PUNCT
ajceb-6964	23	62	and	and	CCONJ
ajceb-6964	23	63	others	other	NOUN
ajceb-6964	23	64	.	.	PUNCT
ajceb-6964	24	1	these	these	PRON
ajceb-6964	24	2	have	have	AUX
ajceb-6964	24	3	been	be	AUX
ajceb-6964	24	4	attributed	attribute	VERB
ajceb-6964	24	5	to	to	ADP
ajceb-6964	24	6	the	the	DET
ajceb-6964	24	7	lack	lack	NOUN
ajceb-6964	24	8	of	of	ADP
ajceb-6964	24	9	transparency	transparency	NOUN
ajceb-6964	24	10	in	in	ADP
ajceb-6964	24	11	the	the	DET
ajceb-6964	24	12	acquisition	acquisition	NOUN
ajceb-6964	24	13	of	of	ADP
ajceb-6964	24	14	construction	construction	NOUN
ajceb-6964	24	15	works	work	NOUN
ajceb-6964	24	16	,	,	PUNCT
ajceb-6964	24	17	services	service	NOUN
ajceb-6964	24	18	,	,	PUNCT
ajceb-6964	24	19	materials	material	NOUN
ajceb-6964	24	20	and	and	CCONJ
ajceb-6964	24	21	equipment	equipment	NOUN
ajceb-6964	24	22	(	(	PUNCT
ajceb-6964	24	23	boyd	boyd	PROPN
ajceb-6964	24	24	and	and	CCONJ
ajceb-6964	24	25	padilla	padilla	PROPN
ajceb-6964	24	26	,	,	PUNCT
ajceb-6964	24	27	2009	2009	NUM
ajceb-6964	24	28	)	)	PUNCT
ajceb-6964	24	29	.	.	PUNCT
ajceb-6964	25	1	several	several	ADJ
ajceb-6964	25	2	existing	exist	VERB
ajceb-6964	25	3	studies	study	NOUN
ajceb-6964	25	4	(	(	PUNCT
ajceb-6964	25	5	kenny	kenny	PROPN
ajceb-6964	25	6	,	,	PUNCT
ajceb-6964	25	7	2007	2007	NUM
ajceb-6964	25	8	;	;	PUNCT
ajceb-6964	25	9	krishnan	krishnan	PROPN
ajceb-6964	25	10	,	,	PUNCT
ajceb-6964	25	11	2009	2009	NUM
ajceb-6964	25	12	;	;	PUNCT
ajceb-6964	25	13	inuwa	inuwa	PROPN
ajceb-6964	25	14	,	,	PUNCT
ajceb-6964	25	15	usman	usman	NOUN
ajceb-6964	25	16	and	and	CCONJ
ajceb-6964	25	17	dantong	dantong	PROPN
ajceb-6964	25	18	,	,	PUNCT
ajceb-6964	25	19	2015	2015	NUM
ajceb-6964	25	20	;	;	PUNCT
ajceb-6964	25	21	kasimu	kasimu	NOUN
ajceb-6964	25	22	and	and	CCONJ
ajceb-6964	25	23	kolawole	kolawole	NOUN
ajceb-6964	25	24	,	,	PUNCT
ajceb-6964	25	25	2015	2015	NUM
ajceb-6964	25	26	;	;	PUNCT
ajceb-6964	25	27	henry	henry	PROPN
ajceb-6964	25	28	,	,	PUNCT
ajceb-6964	25	29	2017	2017	NUM
ajceb-6964	25	30	)	)	PUNCT
ajceb-6964	25	31	have	have	AUX
ajceb-6964	25	32	identified	identify	VERB
ajceb-6964	25	33	the	the	DET
ajceb-6964	25	34	adverse	adverse	ADJ
ajceb-6964	25	35	social	social	ADJ
ajceb-6964	25	36	,	,	PUNCT
ajceb-6964	25	37	economic	economic	ADJ
ajceb-6964	25	38	and	and	CCONJ
ajceb-6964	25	39	ecological	ecological	ADJ
ajceb-6964	25	40	effects	effect	NOUN
ajceb-6964	25	41	of	of	ADP
ajceb-6964	25	42	corruption	corruption	NOUN
ajceb-6964	25	43	in	in	ADP
ajceb-6964	25	44	the	the	DET
ajceb-6964	25	45	construction	construction	NOUN
ajceb-6964	25	46	industry	industry	NOUN
ajceb-6964	25	47	.	.	PUNCT
ajceb-6964	26	1	these	these	DET
ajceb-6964	26	2	effects	effect	NOUN
ajceb-6964	26	3	are	be	AUX
ajceb-6964	26	4	particularly	particularly	ADV
ajceb-6964	26	5	evident	evident	ADJ
ajceb-6964	26	6	in	in	ADP
ajceb-6964	26	7	the	the	DET
ajceb-6964	26	8	developing	develop	VERB
ajceb-6964	26	9	countries	country	NOUN
ajceb-6964	26	10	where	where	SCONJ
ajceb-6964	26	11	corruption	corruption	NOUN
ajceb-6964	26	12	has	have	AUX
ajceb-6964	26	13	become	become	VERB
ajceb-6964	26	14	a	a	DET
ajceb-6964	26	15	cultural	cultural	ADJ
ajceb-6964	26	16	issue	issue	NOUN
ajceb-6964	26	17	and	and	CCONJ
ajceb-6964	26	18	assumed	assume	VERB
ajceb-6964	26	19	an	an	DET
ajceb-6964	26	20	alarming	alarming	ADJ
ajceb-6964	26	21	dimension	dimension	NOUN
ajceb-6964	26	22	(	(	PUNCT
ajceb-6964	26	23	kenny	kenny	PROPN
ajceb-6964	26	24	,	,	PUNCT
ajceb-6964	26	25	2007	2007	NUM
ajceb-6964	26	26	;	;	PUNCT
ajceb-6964	26	27	sohail	sohail	PROPN
ajceb-6964	26	28	and	and	CCONJ
ajceb-6964	26	29	cavill	cavill	PROPN
ajceb-6964	26	30	,	,	PUNCT
ajceb-6964	26	31	2008	2008	NUM
ajceb-6964	26	32	;	;	PUNCT
ajceb-6964	26	33	krishnan	krishnan	PROPN
ajceb-6964	26	34	,	,	PUNCT
ajceb-6964	26	35	2009	2009	NUM
ajceb-6964	26	36	;	;	PUNCT
ajceb-6964	26	37	owusu	owusu	PROPN
ajceb-6964	26	38	et	et	PROPN
ajceb-6964	26	39	al	al	PROPN
ajceb-6964	26	40	.	.	PROPN
ajceb-6964	26	41	,	,	PUNCT
ajceb-6964	26	42	2019	2019	NUM
ajceb-6964	26	43	)	)	PUNCT
ajceb-6964	26	44	.	.	PUNCT
ajceb-6964	27	1	as	as	ADP
ajceb-6964	27	2	a	a	DET
ajceb-6964	27	3	result	result	NOUN
ajceb-6964	27	4	,	,	PUNCT
ajceb-6964	27	5	several	several	ADJ
ajceb-6964	27	6	measures	measure	NOUN
ajceb-6964	27	7	for	for	ADP
ajceb-6964	27	8	reducing	reduce	VERB
ajceb-6964	27	9	corruption	corruption	NOUN
ajceb-6964	27	10	in	in	ADP
ajceb-6964	27	11	construction	construction	NOUN
ajceb-6964	27	12	project	project	NOUN
ajceb-6964	27	13	delivery	delivery	NOUN
ajceb-6964	27	14	have	have	AUX
ajceb-6964	27	15	been	be	AUX
ajceb-6964	27	16	identified	identify	VERB
ajceb-6964	27	17	by	by	ADP
ajceb-6964	27	18	previous	previous	ADJ
ajceb-6964	27	19	authors	author	NOUN
ajceb-6964	27	20	(	(	PUNCT
ajceb-6964	27	21	see	see	VERB
ajceb-6964	27	22	for	for	ADP
ajceb-6964	27	23	examples	example	NOUN
ajceb-6964	27	24	zou	zou	PROPN
ajceb-6964	27	25	,	,	PUNCT
ajceb-6964	27	26	2006	2006	NUM
ajceb-6964	27	27	;	;	PUNCT
ajceb-6964	27	28	ameyaw	ameyaw	NOUN
ajceb-6964	27	29	and	and	CCONJ
ajceb-6964	27	30	mensah	mensah	PROPN
ajceb-6964	27	31	,	,	PUNCT
ajceb-6964	27	32	2013	2013	NUM
ajceb-6964	27	33	;	;	PUNCT
ajceb-6964	27	34	chan	chan	PROPN
ajceb-6964	27	35	and	and	CCONJ
ajceb-6964	27	36	owusu	owusu	PROPN
ajceb-6964	27	37	,	,	PUNCT
ajceb-6964	27	38	2017	2017	NUM
ajceb-6964	27	39	;	;	PUNCT
ajceb-6964	27	40	owusu	owusu	PROPN
ajceb-6964	27	41	et	et	PROPN
ajceb-6964	27	42	al	al	PROPN
ajceb-6964	27	43	.	.	PROPN
ajceb-6964	27	44	,	,	PUNCT
ajceb-6964	27	45	2019	2019	NUM
ajceb-6964	27	46	)	)	PUNCT
ajceb-6964	27	47	.	.	PUNCT
ajceb-6964	28	1	however	however	ADV
ajceb-6964	28	2	,	,	PUNCT
ajceb-6964	28	3	electronic	electronic	ADJ
ajceb-6964	28	4	(	(	PUNCT
ajceb-6964	28	5	e-	e-	NOUN
ajceb-6964	28	6	)	)	PUNCT
ajceb-6964	28	7	procurement	procurement	NOUN
ajceb-6964	28	8	,	,	PUNCT
ajceb-6964	28	9	which	which	PRON
ajceb-6964	28	10	is	be	AUX
ajceb-6964	28	11	the	the	DET
ajceb-6964	28	12	use	use	NOUN
ajceb-6964	28	13	of	of	ADP
ajceb-6964	28	14	the	the	DET
ajceb-6964	28	15	internet	internet	NOUN
ajceb-6964	28	16	to	to	PART
ajceb-6964	28	17	acquire	acquire	VERB
ajceb-6964	28	18	works	work	NOUN
ajceb-6964	28	19	,	,	PUNCT
ajceb-6964	28	20	goods	good	NOUN
ajceb-6964	28	21	and	and	CCONJ
ajceb-6964	28	22	services	service	NOUN
ajceb-6964	28	23	(	(	PUNCT
ajceb-6964	28	24	vitkauskaite	vitkauskaite	NOUN
ajceb-6964	28	25	and	and	CCONJ
ajceb-6964	28	26	gatautis	gatautis	NOUN
ajceb-6964	28	27	,	,	PUNCT
ajceb-6964	28	28	2008	2008	NUM
ajceb-6964	28	29	;	;	PUNCT
ajceb-6964	28	30	ibem	ibem	NOUN
ajceb-6964	28	31	and	and	CCONJ
ajceb-6964	28	32	laryea	laryea	NOUN
ajceb-6964	28	33	,	,	PUNCT
ajceb-6964	28	34	2015	2015	NUM
ajceb-6964	28	35	,	,	PUNCT
ajceb-6964	28	36	aduwo	aduwo	NOUN
ajceb-6964	28	37	et	et	PROPN
ajceb-6964	28	38	al	al	PROPN
ajceb-6964	28	39	.	.	PROPN
ajceb-6964	28	40	,	,	PUNCT
ajceb-6964	28	41	2017	2017	NUM
ajceb-6964	28	42	)	)	PUNCT
ajceb-6964	28	43	,	,	PUNCT
ajceb-6964	28	44	has	have	AUX
ajceb-6964	28	45	been	be	AUX
ajceb-6964	28	46	recognized	recognize	VERB
ajceb-6964	28	47	as	as	ADP
ajceb-6964	28	48	a	a	DET
ajceb-6964	28	49	powerful	powerful	ADJ
ajceb-6964	28	50	tool	tool	NOUN
ajceb-6964	28	51	for	for	ADP
ajceb-6964	28	52	improving	improve	VERB
ajceb-6964	28	53	transparency	transparency	NOUN
ajceb-6964	28	54	and	and	CCONJ
ajceb-6964	28	55	reducing	reduce	VERB
ajceb-6964	28	56	the	the	DET
ajceb-6964	28	57	incidences	incidence	NOUN
ajceb-6964	28	58	of	of	ADP
ajceb-6964	28	59	corrupt	corrupt	ADJ
ajceb-6964	28	60	practices	practice	NOUN
ajceb-6964	28	61	in	in	ADP
ajceb-6964	28	62	all	all	DET
ajceb-6964	28	63	forms	form	NOUN
ajceb-6964	28	64	of	of	ADP
ajceb-6964	28	65	procurement	procurement	NOUN
ajceb-6964	28	66	activities	activity	NOUN
ajceb-6964	28	67	(	(	PUNCT
ajceb-6964	28	68	neupane	neupane	ADJ
ajceb-6964	28	69	,	,	PUNCT
ajceb-6964	28	70	soar	soar	PROPN
ajceb-6964	28	71	and	and	CCONJ
ajceb-6964	28	72	vaidya	vaidya	NOUN
ajceb-6964	28	73	,	,	PUNCT
ajceb-6964	28	74	2012	2012	NUM
ajceb-6964	28	75	;	;	PUNCT
ajceb-6964	28	76	zakaria	zakaria	PROPN
ajceb-6964	28	77	,	,	PUNCT
ajceb-6964	28	78	et	et	PROPN
ajceb-6964	28	79	al	al	PROPN
ajceb-6964	28	80	.	.	PROPN
ajceb-6964	28	81	,	,	PUNCT
ajceb-6964	28	82	2014	2014	NUM
ajceb-6964	28	83	;	;	PUNCT
ajceb-6964	28	84	world	world	PROPN
ajceb-6964	28	85	economic	economic	PROPN
ajceb-6964	28	86	forum	forum	PROPN
ajceb-6964	28	87	,	,	PUNCT
ajceb-6964	28	88	2016	2016	NUM
ajceb-6964	28	89	;	;	PUNCT
ajceb-6964	28	90	oecd	oecd	PROPN
ajceb-6964	28	91	,	,	PUNCT
ajceb-6964	28	92	2016	2016	NUM
ajceb-6964	28	93	)	)	PUNCT
ajceb-6964	28	94	.	.	PUNCT
ajceb-6964	29	1	research	research	NOUN
ajceb-6964	29	2	on	on	ADP
ajceb-6964	29	3	the	the	DET
ajceb-6964	29	4	various	various	ADJ
ajceb-6964	29	5	aspects	aspect	NOUN
ajceb-6964	29	6	e	e	NOUN
ajceb-6964	29	7	-	-	NOUN
ajceb-6964	29	8	procurement	procurement	NOUN
ajceb-6964	29	9	in	in	ADP
ajceb-6964	29	10	construction	construction	NOUN
ajceb-6964	29	11	abounds	abound	VERB
ajceb-6964	29	12	in	in	ADP
ajceb-6964	29	13	the	the	DET
ajceb-6964	29	14	literature	literature	NOUN
ajceb-6964	29	15	.	.	PUNCT
ajceb-6964	30	1	for	for	ADP
ajceb-6964	30	2	examples	example	NOUN
ajceb-6964	30	3	,	,	PUNCT
ajceb-6964	30	4	there	there	PRON
ajceb-6964	30	5	are	be	VERB
ajceb-6964	30	6	several	several	ADJ
ajceb-6964	30	7	studies	study	NOUN
ajceb-6964	30	8	on	on	ADP
ajceb-6964	30	9	the	the	DET
ajceb-6964	30	10	extent	extent	NOUN
ajceb-6964	30	11	of	of	ADP
ajceb-6964	30	12	use	use	NOUN
ajceb-6964	30	13	of	of	ADP
ajceb-6964	30	14	e	e	NOUN
ajceb-6964	30	15	-	-	NOUN
ajceb-6964	30	16	procurement	procurement	NOUN
ajceb-6964	30	17	(	(	PUNCT
ajceb-6964	30	18	eadie	eadie	PROPN
ajceb-6964	30	19	et	et	NOUN
ajceb-6964	30	20	al	al	PROPN
ajceb-6964	30	21	.	.	PROPN
ajceb-6964	30	22	,	,	PUNCT
ajceb-6964	30	23	2007	2007	NUM
ajceb-6964	30	24	;	;	PUNCT
ajceb-6964	30	25	eadie	eadie	PROPN
ajceb-6964	30	26	,	,	PUNCT
ajceb-6964	30	27	perera	perera	PROPN
ajceb-6964	30	28	and	and	CCONJ
ajceb-6964	30	29	heaney	heaney	PROPN
ajceb-6964	30	30	,	,	PUNCT
ajceb-6964	30	31	2011	2011	NUM
ajceb-6964	30	32	;	;	PUNCT
ajceb-6964	30	33	hashim	hashim	PROPN
ajceb-6964	30	34	,	,	PUNCT
ajceb-6964	30	35	said	say	VERB
ajceb-6964	30	36	and	and	CCONJ
ajceb-6964	30	37	idris	idris	PROPN
ajceb-6964	30	38	,	,	PUNCT
ajceb-6964	30	39	2014	2014	NUM
ajceb-6964	30	40	;	;	PUNCT
ajceb-6964	30	41	ibem	ibem	NOUN
ajceb-6964	30	42	and	and	CCONJ
ajceb-6964	30	43	laryea	laryea	NOUN
ajceb-6964	30	44	,	,	PUNCT
ajceb-6964	30	45	2015	2015	NUM
ajceb-6964	30	46	;	;	PUNCT
ajceb-6964	30	47	aduwo	aduwo	NOUN
ajceb-6964	30	48	et	et	PROPN
ajceb-6964	30	49	al	al	PROPN
ajceb-6964	30	50	.	.	PROPN
ajceb-6964	30	51	,	,	PUNCT
ajceb-6964	30	52	2017	2017	NUM
ajceb-6964	30	53	)	)	PUNCT
ajceb-6964	30	54	,	,	PUNCT
ajceb-6964	30	55	its	its	PRON
ajceb-6964	30	56	benefits	benefit	NOUN
ajceb-6964	30	57	(	(	PUNCT
ajceb-6964	30	58	eadie	eadie	VERB
ajceb-6964	30	59	et	et	NOUN
ajceb-6964	30	60	al	al	PROPN
ajceb-6964	30	61	.	.	PROPN
ajceb-6964	30	62	,	,	PUNCT
ajceb-6964	30	63	2007	2007	NUM
ajceb-6964	30	64	;	;	PUNCT
ajceb-6964	30	65	2010	2010	NUM
ajceb-6964	30	66	;	;	PUNCT
ajceb-6964	30	67	nawi	nawi	PROPN
ajceb-6964	30	68	et	et	PROPN
ajceb-6964	30	69	al	al	PROPN
ajceb-6964	30	70	.	.	PROPN
ajceb-6964	30	71	,	,	PUNCT
ajceb-6964	30	72	2017	2017	NUM
ajceb-6964	30	73	)	)	PUNCT
ajceb-6964	30	74	and	and	CCONJ
ajceb-6964	30	75	barriers	barrier	NOUN
ajceb-6964	30	76	to	to	ADP
ajceb-6964	30	77	its	its	PRON
ajceb-6964	30	78	adoption	adoption	NOUN
ajceb-6964	30	79	(	(	PUNCT
ajceb-6964	30	80	zunk	zunk	NOUN
ajceb-6964	30	81	et	et	NOUN
ajceb-6964	30	82	al	al	PROPN
ajceb-6964	30	83	.	.	PROPN
ajceb-6964	30	84	,	,	PUNCT
ajceb-6964	30	85	2014	2014	NUM
ajceb-6964	30	86	;	;	PUNCT
ajceb-6964	30	87	nawi	nawi	PROPN
ajceb-6964	30	88	et	et	PROPN
ajceb-6964	30	89	al	al	PROPN
ajceb-6964	30	90	.	.	PROPN
ajceb-6964	30	91	,	,	PUNCT
ajceb-6964	30	92	2017	2017	NUM
ajceb-6964	30	93	;	;	PUNCT
ajceb-6964	30	94	isikdag	isikdag	PROPN
ajceb-6964	30	95	,	,	PUNCT
ajceb-6964	30	96	2019	2019	NUM
ajceb-6964	30	97	)	)	PUNCT
ajceb-6964	30	98	and	and	CCONJ
ajceb-6964	30	99	other	other	ADJ
ajceb-6964	30	100	related	related	ADJ
ajceb-6964	30	101	issues	issue	NOUN
ajceb-6964	30	102	.	.	PUNCT
ajceb-6964	31	1	from	from	ADP
ajceb-6964	31	2	the	the	DET
ajceb-6964	31	3	findings	finding	NOUN
ajceb-6964	31	4	of	of	ADP
ajceb-6964	31	5	previous	previous	ADJ
ajceb-6964	31	6	studies	study	NOUN
ajceb-6964	31	7	(	(	PUNCT
ajceb-6964	31	8	sohail	sohail	PROPN
ajceb-6964	31	9	and	and	CCONJ
ajceb-6964	31	10	cavill	cavill	PROPN
ajceb-6964	31	11	,	,	PUNCT
ajceb-6964	31	12	2008	2008	NUM
ajceb-6964	31	13	;	;	PUNCT
ajceb-6964	31	14	zakaria	zakaria	PROPN
ajceb-6964	31	15	,	,	PUNCT
ajceb-6964	31	16	et	et	PROPN
ajceb-6964	31	17	al	al	PROPN
ajceb-6964	31	18	.	.	PROPN
ajceb-6964	31	19	,	,	PUNCT
ajceb-6964	31	20	2014	2014	NUM
ajceb-6964	31	21	)	)	PUNCT
ajceb-6964	31	22	we	we	PRON
ajceb-6964	31	23	understand	understand	VERB
ajceb-6964	31	24	that	that	SCONJ
ajceb-6964	31	25	e	e	NOUN
ajceb-6964	31	26	-	-	NOUN
ajceb-6964	31	27	procurement	procurement	ADJ
ajceb-6964	31	28	use	use	NOUN
ajceb-6964	31	29	can	can	AUX
ajceb-6964	31	30	check	check	VERB
ajceb-6964	31	31	the	the	DET
ajceb-6964	31	32	incidence	incidence	NOUN
ajceb-6964	31	33	of	of	ADP
ajceb-6964	31	34	corrupt	corrupt	ADJ
ajceb-6964	31	35	practices	practice	NOUN
ajceb-6964	31	36	by	by	ADP
ajceb-6964	31	37	reducing	reduce	VERB
ajceb-6964	31	38	face	face	NOUN
ajceb-6964	31	39	-	-	PUNCT
ajceb-6964	31	40	to	to	ADP
ajceb-6964	31	41	-	-	PUNCT
ajceb-6964	31	42	face	face	NOUN
ajceb-6964	31	43	contacts	contact	NOUN
ajceb-6964	31	44	in	in	ADP
ajceb-6964	31	45	the	the	DET
ajceb-6964	31	46	procurement	procurement	NOUN
ajceb-6964	31	47	of	of	ADP
ajceb-6964	31	48	public	public	ADJ
ajceb-6964	31	49	goods	good	NOUN
ajceb-6964	31	50	,	,	PUNCT
ajceb-6964	31	51	works	work	NOUN
ajceb-6964	31	52	and	and	CCONJ
ajceb-6964	31	53	services	service	NOUN
ajceb-6964	31	54	.	.	PUNCT
ajceb-6964	32	1	in	in	ADP
ajceb-6964	32	2	spite	spite	NOUN
ajceb-6964	32	3	of	of	ADP
ajceb-6964	32	4	this	this	DET
ajceb-6964	32	5	knowledge	knowledge	NOUN
ajceb-6964	32	6	,	,	PUNCT
ajceb-6964	32	7	exploring	explore	VERB
ajceb-6964	32	8	anti	anti	ADJ
ajceb-6964	32	9	-	-	ADJ
ajceb-6964	32	10	corruption	corruption	ADJ
ajceb-6964	32	11	capabilities	capability	NOUN
ajceb-6964	32	12	of	of	ADP
ajceb-6964	32	13	e	e	NOUN
ajceb-6964	32	14	-	-	NOUN
ajceb-6964	32	15	procurement	procurement	NOUN
ajceb-6964	32	16	in	in	ADP
ajceb-6964	32	17	construction	construction	NOUN
ajceb-6964	32	18	project	project	NOUN
ajceb-6964	32	19	delivery	delivery	NOUN
ajceb-6964	32	20	in	in	ADP
ajceb-6964	32	21	nigeria	nigeria	PROPN
ajceb-6964	32	22	construction	construction	NOUN
ajceb-6964	32	23	economics	economic	NOUN
ajceb-6964	32	24	and	and	CCONJ
ajceb-6964	32	25	building	building	NOUN
ajceb-6964	32	26	,	,	PUNCT
ajceb-6964	32	27	vol	vol	NOUN
ajceb-6964	32	28	.	.	PROPN
ajceb-6964	32	29	20	20	NUM
ajceb-6964	32	30	,	,	PUNCT
ajceb-6964	32	31	no	no	INTJ
ajceb-6964	32	32	.	.	NOUN
ajceb-6964	32	33	1	1	NUM
ajceb-6964	32	34	,	,	PUNCT
ajceb-6964	32	35	march	march	PROPN
ajceb-6964	32	36	202057	202057	NUM
ajceb-6964	32	37	https://www.emeraldinsight.com/author/osei-tutu%2c+e	https://www.emeraldinsight.com/author/osei-tutu%2c+e	NOUN
ajceb-6964	32	38	https://www.emeraldinsight.com/author/osei-tutu%2c+e	https://www.emeraldinsight.com/author/osei-tutu%2c+e	NOUN
ajceb-6964	32	39	https://www.emeraldinsight.com/author/badu%2c+e	https://www.emeraldinsight.com/author/badu%2c+e	NOUN
ajceb-6964	32	40	https://www.emeraldinsight.com/author/owusu-manu%2c+d	https://www.emeraldinsight.com/author/owusu-manu%2c+d	PROPN
ajceb-6964	32	41	studies	study	NOUN
ajceb-6964	32	42	on	on	ADP
ajceb-6964	32	43	the	the	DET
ajceb-6964	32	44	capabilities	capability	NOUN
ajceb-6964	32	45	of	of	ADP
ajceb-6964	32	46	e	e	NOUN
ajceb-6964	32	47	-	-	NOUN
ajceb-6964	32	48	procurement	procurement	NOUN
ajceb-6964	32	49	in	in	ADP
ajceb-6964	32	50	curbing	curb	VERB
ajceb-6964	32	51	corruption	corruption	NOUN
ajceb-6964	32	52	in	in	ADP
ajceb-6964	32	53	construction	construction	NOUN
ajceb-6964	32	54	project	project	NOUN
ajceb-6964	32	55	delivery	delivery	NOUN
ajceb-6964	32	56	,	,	PUNCT
ajceb-6964	32	57	especially	especially	ADV
ajceb-6964	32	58	in	in	ADP
ajceb-6964	32	59	developing	develop	VERB
ajceb-6964	32	60	countries	country	NOUN
ajceb-6964	32	61	in	in	ADP
ajceb-6964	32	62	sub	sub	ADJ
ajceb-6964	32	63	-	-	ADJ
ajceb-6964	32	64	saharan	saharan	ADJ
ajceb-6964	32	65	africa	africa	PROPN
ajceb-6964	32	66	are	be	AUX
ajceb-6964	32	67	very	very	ADV
ajceb-6964	32	68	scare	scare	NOUN
ajceb-6964	32	69	.	.	PUNCT
ajceb-6964	33	1	this	this	DET
ajceb-6964	33	2	study	study	NOUN
ajceb-6964	33	3	,	,	PUNCT
ajceb-6964	33	4	therefore	therefore	ADV
ajceb-6964	33	5	,	,	PUNCT
ajceb-6964	33	6	investigated	investigate	VERB
ajceb-6964	33	7	the	the	DET
ajceb-6964	33	8	anti	anti	ADJ
ajceb-6964	33	9	-	-	ADJ
ajceb-6964	33	10	corruption	corruption	ADJ
ajceb-6964	33	11	capabilities	capability	NOUN
ajceb-6964	33	12	in	in	ADP
ajceb-6964	33	13	e	e	NOUN
ajceb-6964	33	14	-	-	NOUN
ajceb-6964	33	15	procurement	procurement	NOUN
ajceb-6964	33	16	in	in	ADP
ajceb-6964	33	17	construction	construction	NOUN
ajceb-6964	33	18	project	project	NOUN
ajceb-6964	33	19	delivery	delivery	NOUN
ajceb-6964	33	20	in	in	ADP
ajceb-6964	33	21	nigeria	nigeria	PROPN
ajceb-6964	33	22	so	so	SCONJ
ajceb-6964	33	23	as	as	SCONJ
ajceb-6964	33	24	to	to	PART
ajceb-6964	33	25	suggest	suggest	VERB
ajceb-6964	33	26	how	how	SCONJ
ajceb-6964	33	27	this	this	DET
ajceb-6964	33	28	technology	technology	NOUN
ajceb-6964	33	29	can	can	AUX
ajceb-6964	33	30	be	be	AUX
ajceb-6964	33	31	effectively	effectively	ADV
ajceb-6964	33	32	used	use	VERB
ajceb-6964	33	33	to	to	PART
ajceb-6964	33	34	reduce	reduce	VERB
ajceb-6964	33	35	the	the	DET
ajceb-6964	33	36	growing	grow	VERB
ajceb-6964	33	37	incidence	incidence	NOUN
ajceb-6964	33	38	of	of	ADP
ajceb-6964	33	39	corruption	corruption	NOUN
ajceb-6964	33	40	in	in	ADP
ajceb-6964	33	41	the	the	DET
ajceb-6964	33	42	procurement	procurement	NOUN
ajceb-6964	33	43	of	of	ADP
ajceb-6964	33	44	construction	construction	NOUN
ajceb-6964	33	45	works	work	NOUN
ajceb-6964	33	46	,	,	PUNCT
ajceb-6964	33	47	services	service	NOUN
ajceb-6964	33	48	,	,	PUNCT
ajceb-6964	33	49	materials	material	NOUN
ajceb-6964	33	50	and	and	CCONJ
ajceb-6964	33	51	equipment	equipment	NOUN
ajceb-6964	33	52	in	in	ADP
ajceb-6964	33	53	developing	develop	VERB
ajceb-6964	33	54	countries	country	NOUN
ajceb-6964	33	55	.	.	PUNCT
ajceb-6964	34	1	this	this	DET
ajceb-6964	34	2	study	study	NOUN
ajceb-6964	34	3	was	be	AUX
ajceb-6964	34	4	guided	guide	VERB
ajceb-6964	34	5	by	by	ADP
ajceb-6964	34	6	two	two	NUM
ajceb-6964	34	7	key	key	ADJ
ajceb-6964	34	8	research	research	NOUN
ajceb-6964	34	9	questions	question	NOUN
ajceb-6964	34	10	.	.	PUNCT
ajceb-6964	35	1	these	these	PRON
ajceb-6964	35	2	are	be	AUX
ajceb-6964	35	3	:	:	PUNCT
ajceb-6964	35	4	•	•	ADP
ajceb-6964	35	5	what	what	PRON
ajceb-6964	35	6	are	be	AUX
ajceb-6964	35	7	the	the	DET
ajceb-6964	35	8	anti	anti	ADJ
ajceb-6964	35	9	-	-	ADJ
ajceb-6964	35	10	corruption	corruption	ADJ
ajceb-6964	35	11	capabilities	capability	NOUN
ajceb-6964	35	12	of	of	ADP
ajceb-6964	35	13	e	e	NOUN
ajceb-6964	35	14	-	-	NOUN
ajceb-6964	35	15	procurement	procurement	NOUN
ajceb-6964	35	16	in	in	ADP
ajceb-6964	35	17	the	the	DET
ajceb-6964	35	18	delivery	delivery	NOUN
ajceb-6964	35	19	of	of	ADP
ajceb-6964	35	20	construction	construction	NOUN
ajceb-6964	35	21	projects	project	NOUN
ajceb-6964	35	22	in	in	ADP
ajceb-6964	35	23	nigeria	nigeria	PROPN
ajceb-6964	35	24	?	?	PUNCT
ajceb-6964	36	1	•	•	INTJ
ajceb-6964	36	2	what	what	PRON
ajceb-6964	36	3	are	be	AUX
ajceb-6964	36	4	the	the	DET
ajceb-6964	36	5	key	key	ADJ
ajceb-6964	36	6	components	component	NOUN
ajceb-6964	36	7	of	of	ADP
ajceb-6964	36	8	these	these	DET
ajceb-6964	36	9	capabilities	capability	NOUN
ajceb-6964	36	10	that	that	PRON
ajceb-6964	36	11	must	must	AUX
ajceb-6964	36	12	be	be	AUX
ajceb-6964	36	13	enhanced	enhance	VERB
ajceb-6964	36	14	to	to	PART
ajceb-6964	36	15	maximise	maximise	VERB
ajceb-6964	36	16	the	the	DET
ajceb-6964	36	17	benefits	benefit	NOUN
ajceb-6964	36	18	of	of	ADP
ajceb-6964	36	19	e	e	NOUN
ajceb-6964	36	20	-	-	NOUN
ajceb-6964	36	21	procurement	procurement	NOUN
ajceb-6964	36	22	in	in	ADP
ajceb-6964	36	23	checking	check	VERB
ajceb-6964	36	24	corruption	corruption	NOUN
ajceb-6964	36	25	in	in	ADP
ajceb-6964	36	26	the	the	DET
ajceb-6964	36	27	delivery	delivery	NOUN
ajceb-6964	36	28	of	of	ADP
ajceb-6964	36	29	construction	construction	NOUN
ajceb-6964	36	30	projects	project	NOUN
ajceb-6964	36	31	in	in	ADP
ajceb-6964	36	32	the	the	DET
ajceb-6964	36	33	study	study	NOUN
ajceb-6964	36	34	area	area	NOUN
ajceb-6964	36	35	?	?	PUNCT
ajceb-6964	37	1	as	as	SCONJ
ajceb-6964	37	2	used	use	VERB
ajceb-6964	37	3	in	in	ADP
ajceb-6964	37	4	this	this	DET
ajceb-6964	37	5	study	study	NOUN
ajceb-6964	37	6	,	,	PUNCT
ajceb-6964	37	7	anti	anti	ADJ
ajceb-6964	37	8	-	-	ADJ
ajceb-6964	37	9	corruption	corruption	ADJ
ajceb-6964	37	10	capabilities	capability	NOUN
ajceb-6964	37	11	refer	refer	VERB
ajceb-6964	37	12	to	to	ADP
ajceb-6964	37	13	the	the	DET
ajceb-6964	37	14	features	feature	NOUN
ajceb-6964	37	15	or	or	CCONJ
ajceb-6964	37	16	characteristics	characteristic	NOUN
ajceb-6964	37	17	of	of	ADP
ajceb-6964	37	18	e	e	NOUN
ajceb-6964	37	19	-	-	NOUN
ajceb-6964	37	20	procurement	procurement	ADJ
ajceb-6964	37	21	technology	technology	NOUN
ajceb-6964	37	22	that	that	PRON
ajceb-6964	37	23	enable	enable	VERB
ajceb-6964	37	24	it	it	PRON
ajceb-6964	37	25	to	to	PART
ajceb-6964	37	26	check	check	VERB
ajceb-6964	37	27	or	or	CCONJ
ajceb-6964	37	28	eliminate	eliminate	VERB
ajceb-6964	37	29	the	the	DET
ajceb-6964	37	30	incidence	incidence	NOUN
ajceb-6964	37	31	of	of	ADP
ajceb-6964	37	32	corrupt	corrupt	ADJ
ajceb-6964	37	33	or	or	CCONJ
ajceb-6964	37	34	unethical	unethical	ADJ
ajceb-6964	37	35	practices	practice	NOUN
ajceb-6964	37	36	when	when	SCONJ
ajceb-6964	37	37	used	use	VERB
ajceb-6964	37	38	in	in	ADP
ajceb-6964	37	39	the	the	DET
ajceb-6964	37	40	procurement	procurement	NOUN
ajceb-6964	37	41	of	of	ADP
ajceb-6964	37	42	construction	construction	NOUN
ajceb-6964	37	43	works	work	NOUN
ajceb-6964	37	44	,	,	PUNCT
ajceb-6964	37	45	services	service	NOUN
ajceb-6964	37	46	,	,	PUNCT
ajceb-6964	37	47	materials/	materials/	NUM
ajceb-6964	37	48	equipment	equipment	NOUN
ajceb-6964	37	49	.	.	PUNCT
ajceb-6964	38	1	the	the	DET
ajceb-6964	38	2	specific	specific	ADJ
ajceb-6964	38	3	aspects	aspect	NOUN
ajceb-6964	38	4	of	of	ADP
ajceb-6964	38	5	e	e	NOUN
ajceb-6964	38	6	-	-	NOUN
ajceb-6964	38	7	procurement	procurement	NOUN
ajceb-6964	38	8	in	in	ADP
ajceb-6964	38	9	construction	construction	NOUN
ajceb-6964	38	10	project	project	NOUN
ajceb-6964	38	11	delivery	delivery	NOUN
ajceb-6964	38	12	investigated	investigate	VERB
ajceb-6964	38	13	in	in	ADP
ajceb-6964	38	14	this	this	DET
ajceb-6964	38	15	study	study	NOUN
ajceb-6964	38	16	are	be	AUX
ajceb-6964	38	17	:	:	PUNCT
ajceb-6964	38	18	1	1	X
ajceb-6964	38	19	)	)	PUNCT
ajceb-6964	38	20	dissemination	dissemination	NOUN
ajceb-6964	38	21	of	of	ADP
ajceb-6964	38	22	information	information	NOUN
ajceb-6964	38	23	on	on	ADP
ajceb-6964	38	24	tender	tender	ADJ
ajceb-6964	38	25	opportunities	opportunity	NOUN
ajceb-6964	38	26	or	or	CCONJ
ajceb-6964	38	27	request	request	NOUN
ajceb-6964	38	28	for	for	ADP
ajceb-6964	38	29	quotation(rfq)(e	quotation(rfq)(e	NOUN
ajceb-6964	38	30	-	-	NOUN
ajceb-6964	38	31	notification	notification	NOUN
ajceb-6964	38	32	/	/	SYM
ajceb-6964	38	33	informing	informing	NOUN
ajceb-6964	38	34	/	/	SYM
ajceb-6964	38	35	announcing	announcing	NOUN
ajceb-6964	38	36	)	)	PUNCT
ajceb-6964	38	37	2	2	NUM
ajceb-6964	38	38	)	)	PUNCT
ajceb-6964	38	39	submission	submission	NOUN
ajceb-6964	38	40	of	of	ADP
ajceb-6964	38	41	tenders	tender	NOUN
ajceb-6964	38	42	/	/	SYM
ajceb-6964	38	43	bids	bid	NOUN
ajceb-6964	38	44	or	or	CCONJ
ajceb-6964	38	45	proposals	proposal	NOUN
ajceb-6964	38	46	(	(	PUNCT
ajceb-6964	38	47	e	e	NOUN
ajceb-6964	38	48	-	-	NOUN
ajceb-6964	38	49	submission/	submission/	NUM
ajceb-6964	38	50	e	e	NOUN
ajceb-6964	38	51	-	-	NOUN
ajceb-6964	38	52	tendering	tendering	ADJ
ajceb-6964	38	53	)	)	PUNCT
ajceb-6964	38	54	3	3	NUM
ajceb-6964	38	55	)	)	PUNCT
ajceb-6964	38	56	award	award	NOUN
ajceb-6964	38	57	of	of	ADP
ajceb-6964	38	58	contracts	contract	NOUN
ajceb-6964	38	59	(	(	PUNCT
ajceb-6964	38	60	e	e	NOUN
ajceb-6964	38	61	-	-	NOUN
ajceb-6964	38	62	awarding	awarding	NOUN
ajceb-6964	38	63	)	)	PUNCT
ajceb-6964	38	64	4	4	X
ajceb-6964	38	65	)	)	PUNCT
ajceb-6964	38	66	sourcing	sourcing	NOUN
ajceb-6964	38	67	of	of	ADP
ajceb-6964	38	68	materials	material	NOUN
ajceb-6964	38	69	and	and	CCONJ
ajceb-6964	38	70	equipment	equipment	NOUN
ajceb-6964	38	71	(	(	PUNCT
ajceb-6964	38	72	e	e	NOUN
ajceb-6964	38	73	-	-	NOUN
ajceb-6964	38	74	sourcing	sourcing	NOUN
ajceb-6964	38	75	)	)	PUNCT
ajceb-6964	38	76	5	5	NUM
ajceb-6964	38	77	)	)	PUNCT
ajceb-6964	38	78	placement	placement	NOUN
ajceb-6964	38	79	of	of	ADP
ajceb-6964	38	80	orders	order	NOUN
ajceb-6964	38	81	for	for	ADP
ajceb-6964	38	82	materials	material	NOUN
ajceb-6964	38	83	and	and	CCONJ
ajceb-6964	38	84	equipment	equipment	NOUN
ajceb-6964	38	85	(	(	PUNCT
ajceb-6964	38	86	e	e	NOUN
ajceb-6964	38	87	-	-	NOUN
ajceb-6964	38	88	ordering	ordering	ADJ
ajceb-6964	38	89	)	)	PUNCT
ajceb-6964	38	90	6	6	NUM
ajceb-6964	38	91	)	)	PUNCT
ajceb-6964	38	92	payment	payment	NOUN
ajceb-6964	38	93	for	for	ADP
ajceb-6964	38	94	services	service	NOUN
ajceb-6964	38	95	,	,	PUNCT
ajceb-6964	38	96	materials	material	NOUN
ajceb-6964	38	97	/	/	SYM
ajceb-6964	38	98	equipment	equipment	NOUN
ajceb-6964	38	99	(	(	PUNCT
ajceb-6964	38	100	e	e	NOUN
ajceb-6964	38	101	-	-	NOUN
ajceb-6964	38	102	payment	payment	NOUN
ajceb-6964	38	103	)	)	PUNCT
ajceb-6964	38	104	and	and	CCONJ
ajceb-6964	38	105	7	7	X
ajceb-6964	38	106	)	)	PUNCT
ajceb-6964	38	107	tracking	tracking	NOUN
ajceb-6964	38	108	of	of	ADP
ajceb-6964	38	109	the	the	DET
ajceb-6964	38	110	movement	movement	NOUN
ajceb-6964	38	111	of	of	ADP
ajceb-6964	38	112	materials	material	NOUN
ajceb-6964	38	113	and	and	CCONJ
ajceb-6964	38	114	progress	progress	NOUN
ajceb-6964	38	115	of	of	ADP
ajceb-6964	38	116	work	work	NOUN
ajceb-6964	38	117	on	on	ADP
ajceb-6964	38	118	construction	construction	NOUN
ajceb-6964	38	119	sites	site	NOUN
ajceb-6964	38	120	.	.	PUNCT
ajceb-6964	39	1	this	this	PRON
ajceb-6964	39	2	means	mean	VERB
ajceb-6964	39	3	that	that	SCONJ
ajceb-6964	39	4	the	the	DET
ajceb-6964	39	5	scope	scope	NOUN
ajceb-6964	39	6	of	of	ADP
ajceb-6964	39	7	this	this	DET
ajceb-6964	39	8	study	study	NOUN
ajceb-6964	39	9	is	be	AUX
ajceb-6964	39	10	limited	limit	VERB
ajceb-6964	39	11	to	to	ADP
ajceb-6964	39	12	construction	construction	NOUN
ajceb-6964	39	13	procurement	procurement	NOUN
ajceb-6964	39	14	activities	activity	NOUN
ajceb-6964	39	15	relating	relate	VERB
ajceb-6964	39	16	to	to	ADP
ajceb-6964	39	17	the	the	DET
ajceb-6964	39	18	exchange	exchange	NOUN
ajceb-6964	39	19	of	of	ADP
ajceb-6964	39	20	project	project	NOUN
ajceb-6964	39	21	information	information	NOUN
ajceb-6964	39	22	,	,	PUNCT
ajceb-6964	39	23	tendering	tendering	NOUN
ajceb-6964	39	24	,	,	PUNCT
ajceb-6964	39	25	award	award	NOUN
ajceb-6964	39	26	of	of	ADP
ajceb-6964	39	27	contracts	contract	NOUN
ajceb-6964	39	28	,	,	PUNCT
ajceb-6964	39	29	ordering	ordering	NOUN
ajceb-6964	39	30	of	of	ADP
ajceb-6964	39	31	materials	material	NOUN
ajceb-6964	39	32	and	and	CCONJ
ajceb-6964	39	33	equipment	equipment	NOUN
ajceb-6964	39	34	,	,	PUNCT
ajceb-6964	39	35	payment	payment	NOUN
ajceb-6964	39	36	for	for	ADP
ajceb-6964	39	37	works	work	NOUN
ajceb-6964	39	38	,	,	PUNCT
ajceb-6964	39	39	materials	material	NOUN
ajceb-6964	39	40	/	/	SYM
ajceb-6964	39	41	equipment	equipment	NOUN
ajceb-6964	39	42	,	,	PUNCT
ajceb-6964	39	43	and	and	CCONJ
ajceb-6964	39	44	services	service	NOUN
ajceb-6964	39	45	and	and	CCONJ
ajceb-6964	39	46	tracking	track	VERB
ajceb-6964	39	47	the	the	DET
ajceb-6964	39	48	movement	movement	NOUN
ajceb-6964	39	49	of	of	ADP
ajceb-6964	39	50	materials	material	NOUN
ajceb-6964	39	51	and	and	CCONJ
ajceb-6964	39	52	progress	progress	NOUN
ajceb-6964	39	53	of	of	ADP
ajceb-6964	39	54	construction	construction	NOUN
ajceb-6964	39	55	works	work	NOUN
ajceb-6964	39	56	.	.	PUNCT
ajceb-6964	40	1	nigeria	nigeria	PROPN
ajceb-6964	40	2	was	be	AUX
ajceb-6964	40	3	chosen	choose	VERB
ajceb-6964	40	4	for	for	ADP
ajceb-6964	40	5	this	this	DET
ajceb-6964	40	6	research	research	NOUN
ajceb-6964	40	7	because	because	SCONJ
ajceb-6964	40	8	of	of	ADP
ajceb-6964	40	9	the	the	DET
ajceb-6964	40	10	growing	grow	VERB
ajceb-6964	40	11	level	level	NOUN
ajceb-6964	40	12	of	of	ADP
ajceb-6964	40	13	corruption	corruption	NOUN
ajceb-6964	40	14	in	in	ADP
ajceb-6964	40	15	her	her	PRON
ajceb-6964	40	16	public	public	ADJ
ajceb-6964	40	17	procurement	procurement	NOUN
ajceb-6964	40	18	process	process	NOUN
ajceb-6964	40	19	in	in	ADP
ajceb-6964	40	20	general	general	ADJ
ajceb-6964	40	21	and	and	CCONJ
ajceb-6964	40	22	in	in	ADP
ajceb-6964	40	23	her	her	PRON
ajceb-6964	40	24	construction	construction	NOUN
ajceb-6964	40	25	sector	sector	NOUN
ajceb-6964	40	26	in	in	ADP
ajceb-6964	40	27	particular	particular	ADJ
ajceb-6964	40	28	as	as	SCONJ
ajceb-6964	40	29	previously	previously	ADV
ajceb-6964	40	30	reported	report	VERB
ajceb-6964	40	31	in	in	ADP
ajceb-6964	40	32	the	the	DET
ajceb-6964	40	33	literature	literature	NOUN
ajceb-6964	40	34	(	(	PUNCT
ajceb-6964	40	35	see	see	VERB
ajceb-6964	40	36	for	for	ADP
ajceb-6964	40	37	examples	example	NOUN
ajceb-6964	40	38	ameh	ameh	NOUN
ajceb-6964	40	39	and	and	CCONJ
ajceb-6964	40	40	odusami	odusami	NOUN
ajceb-6964	40	41	,	,	PUNCT
ajceb-6964	40	42	2010	2010	NUM
ajceb-6964	40	43	;	;	PUNCT
ajceb-6964	40	44	agwor	agwor	NOUN
ajceb-6964	40	45	,	,	PUNCT
ajceb-6964	40	46	2015	2015	NUM
ajceb-6964	40	47	;	;	PUNCT
ajceb-6964	40	48	adeyemo	adeyemo	ADJ
ajceb-6964	40	49	.	.	PUNCT
ajceb-6964	41	1	and	and	CCONJ
ajceb-6964	41	2	amade	amade	ADJ
ajceb-6964	41	3	,	,	PUNCT
ajceb-6964	41	4	2016	2016	NUM
ajceb-6964	41	5	;	;	PUNCT
ajceb-6964	41	6	transparency	transparency	NOUN
ajceb-6964	41	7	international	international	NOUN
ajceb-6964	41	8	,	,	PUNCT
ajceb-6964	41	9	2019	2019	NUM
ajceb-6964	41	10	)	)	PUNCT
ajceb-6964	41	11	.	.	PUNCT
ajceb-6964	42	1	therefore	therefore	ADV
ajceb-6964	42	2	,	,	PUNCT
ajceb-6964	42	3	this	this	DET
ajceb-6964	42	4	study	study	NOUN
ajceb-6964	42	5	is	be	AUX
ajceb-6964	42	6	considered	consider	VERB
ajceb-6964	42	7	valuable	valuable	ADJ
ajceb-6964	42	8	as	as	SCONJ
ajceb-6964	42	9	it	it	PRON
ajceb-6964	42	10	makes	make	VERB
ajceb-6964	42	11	contribution	contribution	NOUN
ajceb-6964	42	12	to	to	ADP
ajceb-6964	42	13	knowledge	knowledge	NOUN
ajceb-6964	42	14	by	by	ADP
ajceb-6964	42	15	firstly	firstly	ADV
ajceb-6964	42	16	,	,	PUNCT
ajceb-6964	42	17	uncovering	uncover	VERB
ajceb-6964	42	18	the	the	DET
ajceb-6964	42	19	specific	specific	ADJ
ajceb-6964	42	20	features	feature	NOUN
ajceb-6964	42	21	of	of	ADP
ajceb-6964	42	22	e	e	NOUN
ajceb-6964	42	23	-	-	NOUN
ajceb-6964	42	24	procurement	procurement	NOUN
ajceb-6964	42	25	with	with	ADP
ajceb-6964	42	26	great	great	ADJ
ajceb-6964	42	27	potentials	potential	NOUN
ajceb-6964	42	28	of	of	ADP
ajceb-6964	42	29	checking	check	VERB
ajceb-6964	42	30	or	or	CCONJ
ajceb-6964	42	31	eliminating	eliminate	VERB
ajceb-6964	42	32	the	the	DET
ajceb-6964	42	33	use	use	NOUN
ajceb-6964	42	34	of	of	ADP
ajceb-6964	42	35	corruption	corruption	NOUN
ajceb-6964	42	36	or	or	CCONJ
ajceb-6964	42	37	unethical	unethical	ADJ
ajceb-6964	42	38	practices	practice	NOUN
ajceb-6964	42	39	in	in	ADP
ajceb-6964	42	40	the	the	DET
ajceb-6964	42	41	formation	formation	NOUN
ajceb-6964	42	42	and	and	CCONJ
ajceb-6964	42	43	execution	execution	NOUN
ajceb-6964	42	44	of	of	ADP
ajceb-6964	42	45	construction	construction	NOUN
ajceb-6964	42	46	contracts	contract	NOUN
ajceb-6964	42	47	.	.	PUNCT
ajceb-6964	43	1	secondly	secondly	ADV
ajceb-6964	43	2	,	,	PUNCT
ajceb-6964	43	3	it	it	PRON
ajceb-6964	43	4	improves	improve	VERB
ajceb-6964	43	5	understanding	understanding	NOUN
ajceb-6964	43	6	of	of	ADP
ajceb-6964	43	7	how	how	SCONJ
ajceb-6964	43	8	e	e	NOUN
ajceb-6964	43	9	-	-	ADJ
ajceb-6964	43	10	procurement	procurement	ADJ
ajceb-6964	43	11	technology	technology	NOUN
ajceb-6964	43	12	can	can	AUX
ajceb-6964	43	13	be	be	AUX
ajceb-6964	43	14	more	more	ADV
ajceb-6964	43	15	effectively	effectively	ADV
ajceb-6964	43	16	used	use	VERB
ajceb-6964	43	17	to	to	PART
ajceb-6964	43	18	fight	fight	VERB
ajceb-6964	43	19	corruption	corruption	NOUN
ajceb-6964	43	20	in	in	ADP
ajceb-6964	43	21	the	the	DET
ajceb-6964	43	22	delivery	delivery	NOUN
ajceb-6964	43	23	of	of	ADP
ajceb-6964	43	24	construction	construction	NOUN
ajceb-6964	43	25	projects	project	NOUN
ajceb-6964	43	26	in	in	ADP
ajceb-6964	43	27	nigeria	nigeria	PROPN
ajceb-6964	43	28	and	and	CCONJ
ajceb-6964	43	29	other	other	ADJ
ajceb-6964	43	30	developing	develop	VERB
ajceb-6964	43	31	countries	country	NOUN
ajceb-6964	43	32	.	.	PUNCT
ajceb-6964	44	1	the	the	DET
ajceb-6964	44	2	remaining	remain	VERB
ajceb-6964	44	3	part	part	NOUN
ajceb-6964	44	4	of	of	ADP
ajceb-6964	44	5	the	the	DET
ajceb-6964	44	6	paper	paper	NOUN
ajceb-6964	44	7	is	be	AUX
ajceb-6964	44	8	divided	divide	VERB
ajceb-6964	44	9	into	into	ADP
ajceb-6964	44	10	the	the	DET
ajceb-6964	44	11	following	follow	VERB
ajceb-6964	44	12	key	key	ADJ
ajceb-6964	44	13	sections	section	NOUN
ajceb-6964	44	14	:	:	PUNCT
ajceb-6964	44	15	literature	literature	PROPN
ajceb-6964	44	16	review	review	PROPN
ajceb-6964	44	17	,	,	PUNCT
ajceb-6964	44	18	research	research	NOUN
ajceb-6964	44	19	methods	method	NOUN
ajceb-6964	44	20	,	,	PUNCT
ajceb-6964	44	21	findings	finding	NOUN
ajceb-6964	44	22	of	of	ADP
ajceb-6964	44	23	the	the	DET
ajceb-6964	44	24	research	research	NOUN
ajceb-6964	44	25	,	,	PUNCT
ajceb-6964	44	26	discussion	discussion	NOUN
ajceb-6964	44	27	of	of	ADP
ajceb-6964	44	28	the	the	DET
ajceb-6964	44	29	results	result	NOUN
ajceb-6964	44	30	as	as	ADV
ajceb-6964	44	31	well	well	ADV
ajceb-6964	44	32	as	as	ADP
ajceb-6964	44	33	conclusions	conclusion	NOUN
ajceb-6964	44	34	and	and	CCONJ
ajceb-6964	44	35	implications	implication	NOUN
ajceb-6964	44	36	of	of	ADP
ajceb-6964	44	37	the	the	DET
ajceb-6964	44	38	findings	finding	NOUN
ajceb-6964	44	39	.	.	PUNCT
ajceb-6964	45	1	literature	literature	NOUN
ajceb-6964	45	2	review	review	NOUN
ajceb-6964	45	3	corruption	corruption	NOUN
ajceb-6964	45	4	in	in	ADP
ajceb-6964	45	5	construction	construction	NOUN
ajceb-6964	45	6	project	project	NOUN
ajceb-6964	45	7	delivery	delivery	NOUN
ajceb-6964	45	8	the	the	DET
ajceb-6964	45	9	published	publish	VERB
ajceb-6964	45	10	literature	literature	NOUN
ajceb-6964	45	11	is	be	AUX
ajceb-6964	45	12	replete	replete	ADJ
ajceb-6964	45	13	with	with	ADP
ajceb-6964	45	14	different	different	ADJ
ajceb-6964	45	15	definitions	definition	NOUN
ajceb-6964	45	16	of	of	ADP
ajceb-6964	45	17	corruption	corruption	NOUN
ajceb-6964	45	18	(	(	PUNCT
ajceb-6964	45	19	see	see	VERB
ajceb-6964	45	20	for	for	ADP
ajceb-6964	45	21	examples	example	NOUN
ajceb-6964	45	22	krishnan	krishnan	PROPN
ajceb-6964	45	23	,	,	PUNCT
ajceb-6964	45	24	2009	2009	NUM
ajceb-6964	45	25	;	;	PUNCT
ajceb-6964	45	26	transparency	transparency	NOUN
ajceb-6964	45	27	international	international	NOUN
ajceb-6964	45	28	,	,	PUNCT
ajceb-6964	45	29	2013	2013	NUM
ajceb-6964	45	30	;	;	PUNCT
ajceb-6964	45	31	chartered	chartered	PROPN
ajceb-6964	45	32	institute	institute	PROPN
ajceb-6964	45	33	of	of	ADP
ajceb-6964	45	34	builders	builder	NOUN
ajceb-6964	45	35	(	(	PUNCT
ajceb-6964	45	36	ciob	ciob	PROPN
ajceb-6964	45	37	)	)	PUNCT
ajceb-6964	45	38	,	,	PUNCT
ajceb-6964	45	39	egidario	egidario	PROPN
ajceb-6964	45	40	et	et	PROPN
ajceb-6964	45	41	al	al	PROPN
ajceb-6964	45	42	construction	construction	PROPN
ajceb-6964	45	43	economics	economic	NOUN
ajceb-6964	45	44	and	and	CCONJ
ajceb-6964	45	45	building	building	NOUN
ajceb-6964	45	46	,	,	PUNCT
ajceb-6964	45	47	vol	vol	NOUN
ajceb-6964	45	48	.	.	PROPN
ajceb-6964	45	49	20	20	NUM
ajceb-6964	45	50	,	,	PUNCT
ajceb-6964	45	51	no	no	INTJ
ajceb-6964	45	52	.	.	NOUN
ajceb-6964	45	53	1	1	NUM
ajceb-6964	45	54	,	,	PUNCT
ajceb-6964	45	55	march	march	PROPN
ajceb-6964	45	56	202058	202058	NUM
ajceb-6964	45	57	2013	2013	NUM
ajceb-6964	45	58	)	)	PUNCT
ajceb-6964	45	59	.	.	PUNCT
ajceb-6964	46	1	however	however	ADV
ajceb-6964	46	2	,	,	PUNCT
ajceb-6964	46	3	as	as	SCONJ
ajceb-6964	46	4	used	use	VERB
ajceb-6964	46	5	in	in	ADP
ajceb-6964	46	6	this	this	DET
ajceb-6964	46	7	research	research	NOUN
ajceb-6964	46	8	,	,	PUNCT
ajceb-6964	46	9	corruption	corruption	NOUN
ajceb-6964	46	10	refers	refer	VERB
ajceb-6964	46	11	to	to	ADP
ajceb-6964	46	12	any	any	DET
ajceb-6964	46	13	act	act	NOUN
ajceb-6964	46	14	that	that	PRON
ajceb-6964	46	15	violates	violate	VERB
ajceb-6964	46	16	established	establish	VERB
ajceb-6964	46	17	guidelines	guideline	NOUN
ajceb-6964	46	18	and	and	CCONJ
ajceb-6964	46	19	procedures	procedure	NOUN
ajceb-6964	46	20	involved	involve	VERB
ajceb-6964	46	21	in	in	ADP
ajceb-6964	46	22	construction	construction	NOUN
ajceb-6964	46	23	project	project	NOUN
ajceb-6964	46	24	delivery	delivery	NOUN
ajceb-6964	46	25	for	for	ADP
ajceb-6964	46	26	private	private	ADJ
ajceb-6964	46	27	benefits	benefit	NOUN
ajceb-6964	46	28	or	or	CCONJ
ajceb-6964	46	29	personal	personal	ADJ
ajceb-6964	46	30	gains	gain	NOUN
ajceb-6964	46	31	.	.	PUNCT
ajceb-6964	47	1	it	it	PRON
ajceb-6964	47	2	is	be	AUX
ajceb-6964	47	3	also	also	ADV
ajceb-6964	47	4	used	use	VERB
ajceb-6964	47	5	to	to	PART
ajceb-6964	47	6	describe	describe	VERB
ajceb-6964	47	7	unethical	unethical	ADJ
ajceb-6964	47	8	practices	practice	NOUN
ajceb-6964	47	9	involved	involve	VERB
ajceb-6964	47	10	in	in	ADP
ajceb-6964	47	11	the	the	DET
ajceb-6964	47	12	procurement	procurement	NOUN
ajceb-6964	47	13	of	of	ADP
ajceb-6964	47	14	construction	construction	NOUN
ajceb-6964	47	15	works	work	NOUN
ajceb-6964	47	16	,	,	PUNCT
ajceb-6964	47	17	services	service	NOUN
ajceb-6964	47	18	,	,	PUNCT
ajceb-6964	47	19	materials	material	NOUN
ajceb-6964	47	20	and	and	CCONJ
ajceb-6964	47	21	equipment	equipment	NOUN
ajceb-6964	47	22	.	.	PUNCT
ajceb-6964	48	1	the	the	DET
ajceb-6964	48	2	review	review	NOUN
ajceb-6964	48	3	of	of	ADP
ajceb-6964	48	4	the	the	DET
ajceb-6964	48	5	published	publish	VERB
ajceb-6964	48	6	literature	literature	NOUN
ajceb-6964	48	7	reveals	reveal	VERB
ajceb-6964	48	8	that	that	SCONJ
ajceb-6964	48	9	corruption	corruption	NOUN
ajceb-6964	48	10	occurs	occur	VERB
ajceb-6964	48	11	at	at	ADP
ajceb-6964	48	12	different	different	ADJ
ajceb-6964	48	13	stages	stage	NOUN
ajceb-6964	48	14	of	of	ADP
ajceb-6964	48	15	construction	construction	NOUN
ajceb-6964	48	16	project	project	NOUN
ajceb-6964	48	17	delivery	delivery	NOUN
ajceb-6964	48	18	(	(	PUNCT
ajceb-6964	48	19	stansbury	stansbury	NOUN
ajceb-6964	48	20	,	,	PUNCT
ajceb-6964	48	21	2005	2005	NUM
ajceb-6964	48	22	;	;	PUNCT
ajceb-6964	48	23	ameyaw	ameyaw	NOUN
ajceb-6964	48	24	and	and	CCONJ
ajceb-6964	48	25	mensah	mensah	PROPN
ajceb-6964	48	26	,	,	PUNCT
ajceb-6964	48	27	2013	2013	NUM
ajceb-6964	48	28	;	;	PUNCT
ajceb-6964	48	29	ciob	ciob	NOUN
ajceb-6964	48	30	,	,	PUNCT
ajceb-6964	48	31	2013	2013	NUM
ajceb-6964	48	32	)	)	PUNCT
ajceb-6964	48	33	.	.	PUNCT
ajceb-6964	49	1	it	it	PRON
ajceb-6964	49	2	was	be	AUX
ajceb-6964	49	3	also	also	ADV
ajceb-6964	49	4	found	find	VERB
ajceb-6964	49	5	in	in	ADP
ajceb-6964	49	6	the	the	DET
ajceb-6964	49	7	existing	exist	VERB
ajceb-6964	49	8	literature	literature	NOUN
ajceb-6964	49	9	(	(	PUNCT
ajceb-6964	49	10	sohail	sohail	PROPN
ajceb-6964	49	11	and	and	CCONJ
ajceb-6964	49	12	cavill	cavill	PROPN
ajceb-6964	49	13	,	,	PUNCT
ajceb-6964	49	14	2008	2008	NUM
ajceb-6964	49	15	;	;	PUNCT
ajceb-6964	49	16	ciob	ciob	NOUN
ajceb-6964	49	17	2013	2013	NUM
ajceb-6964	49	18	;	;	PUNCT
ajceb-6964	49	19	legae	legae	NOUN
ajceb-6964	49	20	and	and	CCONJ
ajceb-6964	49	21	adeyemi	adeyemi	ADV
ajceb-6964	49	22	,	,	PUNCT
ajceb-6964	49	23	2017	2017	NUM
ajceb-6964	49	24	;	;	PUNCT
ajceb-6964	49	25	owusu	owusu	PROPN
ajceb-6964	49	26	et	et	PROPN
ajceb-6964	49	27	al	al	PROPN
ajceb-6964	49	28	.	.	PROPN
ajceb-6964	49	29	,	,	PUNCT
ajceb-6964	49	30	2019	2019	NUM
ajceb-6964	49	31	)	)	PUNCT
ajceb-6964	49	32	that	that	SCONJ
ajceb-6964	49	33	corrupt	corrupt	ADJ
ajceb-6964	49	34	practices	practice	NOUN
ajceb-6964	49	35	in	in	ADP
ajceb-6964	49	36	construction	construction	NOUN
ajceb-6964	49	37	project	project	NOUN
ajceb-6964	49	38	delivery	delivery	NOUN
ajceb-6964	49	39	manifest	manifest	NOUN
ajceb-6964	49	40	in	in	ADP
ajceb-6964	49	41	different	different	ADJ
ajceb-6964	49	42	forms	form	NOUN
ajceb-6964	49	43	such	such	ADJ
ajceb-6964	49	44	as	as	ADP
ajceb-6964	49	45	1	1	NUM
ajceb-6964	49	46	)	)	PUNCT
ajceb-6964	49	47	payments	payment	NOUN
ajceb-6964	49	48	of	of	ADP
ajceb-6964	49	49	bribes	bribe	NOUN
ajceb-6964	49	50	to	to	PART
ajceb-6964	49	51	gain	gain	VERB
ajceb-6964	49	52	advantage	advantage	NOUN
ajceb-6964	49	53	over	over	ADP
ajceb-6964	49	54	others	other	NOUN
ajceb-6964	49	55	2	2	NUM
ajceb-6964	49	56	)	)	PUNCT
ajceb-6964	49	57	theft	theft	NOUN
ajceb-6964	49	58	through	through	ADP
ajceb-6964	49	59	misrepresentation	misrepresentation	NOUN
ajceb-6964	49	60	of	of	ADP
ajceb-6964	49	61	facts	fact	NOUN
ajceb-6964	49	62	(	(	PUNCT
ajceb-6964	49	63	fraud	fraud	NOUN
ajceb-6964	49	64	)	)	PUNCT
ajceb-6964	49	65	3	3	NUM
ajceb-6964	49	66	)	)	PUNCT
ajceb-6964	49	67	misappropriation	misappropriation	NOUN
ajceb-6964	49	68	of	of	ADP
ajceb-6964	49	69	project	project	NOUN
ajceb-6964	49	70	funds	fund	NOUN
ajceb-6964	49	71	(	(	PUNCT
ajceb-6964	49	72	embezzlement	embezzlement	NOUN
ajceb-6964	49	73	)	)	PUNCT
ajceb-6964	49	74	4	4	NUM
ajceb-6964	49	75	)	)	PUNCT
ajceb-6964	49	76	sweeteners	sweetener	NOUN
ajceb-6964	49	77	or	or	CCONJ
ajceb-6964	49	78	rewards	reward	NOUN
ajceb-6964	49	79	for	for	ADP
ajceb-6964	49	80	favourable	favourable	ADJ
ajceb-6964	49	81	decisions	decision	NOUN
ajceb-6964	49	82	)	)	PUNCT
ajceb-6964	49	83	(	(	PUNCT
ajceb-6964	49	84	kickbacks	kickback	NOUN
ajceb-6964	49	85	)	)	PUNCT
ajceb-6964	49	86	5	5	NUM
ajceb-6964	49	87	)	)	PUNCT
ajceb-6964	49	88	unauthorized	unauthorized	ADJ
ajceb-6964	49	89	alteration	alteration	NOUN
ajceb-6964	49	90	of	of	ADP
ajceb-6964	49	91	written	write	VERB
ajceb-6964	49	92	documents	document	NOUN
ajceb-6964	49	93	or	or	CCONJ
ajceb-6964	49	94	falsification	falsification	NOUN
ajceb-6964	49	95	of	of	ADP
ajceb-6964	49	96	information	information	NOUN
ajceb-6964	49	97	with	with	ADP
ajceb-6964	49	98	the	the	DET
ajceb-6964	49	99	intent	intent	NOUN
ajceb-6964	49	100	of	of	ADP
ajceb-6964	49	101	promoting	promote	VERB
ajceb-6964	49	102	personal	personal	ADJ
ajceb-6964	49	103	interests	interest	NOUN
ajceb-6964	49	104	and	and	CCONJ
ajceb-6964	49	105	causing	cause	VERB
ajceb-6964	49	106	harm	harm	NOUN
ajceb-6964	49	107	to	to	ADP
ajceb-6964	49	108	other	other	ADJ
ajceb-6964	49	109	person	person	NOUN
ajceb-6964	49	110	(	(	PUNCT
ajceb-6964	49	111	s	s	NOUN
ajceb-6964	49	112	)	)	PUNCT
ajceb-6964	49	113	(	(	PUNCT
ajceb-6964	49	114	forgery	forgery	NOUN
ajceb-6964	49	115	)	)	PUNCT
ajceb-6964	49	116	,	,	PUNCT
ajceb-6964	49	117	and	and	CCONJ
ajceb-6964	49	118	6	6	X
ajceb-6964	49	119	)	)	PUNCT
ajceb-6964	49	120	obtaining	obtain	VERB
ajceb-6964	49	121	material	material	NOUN
ajceb-6964	49	122	benefits	benefit	NOUN
ajceb-6964	49	123	or	or	CCONJ
ajceb-6964	49	124	money	money	NOUN
ajceb-6964	49	125	from	from	ADP
ajceb-6964	49	126	somebody	somebody	PRON
ajceb-6964	49	127	using	use	VERB
ajceb-6964	49	128	illegal	illegal	ADJ
ajceb-6964	49	129	methods	method	NOUN
ajceb-6964	49	130	,	,	PUNCT
ajceb-6964	49	131	force	force	NOUN
ajceb-6964	49	132	or	or	CCONJ
ajceb-6964	49	133	persuasion	persuasion	NOUN
ajceb-6964	49	134	or	or	CCONJ
ajceb-6964	49	135	under	under	ADP
ajceb-6964	49	136	false	false	ADJ
ajceb-6964	49	137	pretence	pretence	NOUN
ajceb-6964	49	138	(	(	PUNCT
ajceb-6964	49	139	extortion	extortion	NOUN
ajceb-6964	49	140	)	)	PUNCT
ajceb-6964	49	141	.	.	PUNCT
ajceb-6964	50	1	in	in	ADP
ajceb-6964	50	2	the	the	DET
ajceb-6964	50	3	two	two	NUM
ajceb-6964	50	4	largest	large	ADJ
ajceb-6964	50	5	economies	economy	NOUN
ajceb-6964	50	6	in	in	ADP
ajceb-6964	50	7	africa	africa	PROPN
ajceb-6964	50	8	,	,	PUNCT
ajceb-6964	50	9	a	a	DET
ajceb-6964	50	10	previous	previous	ADJ
ajceb-6964	50	11	study	study	NOUN
ajceb-6964	50	12	by	by	ADP
ajceb-6964	50	13	bowen	bowen	PROPN
ajceb-6964	50	14	,	,	PUNCT
ajceb-6964	50	15	et	et	PROPN
ajceb-6964	50	16	al	al	PROPN
ajceb-6964	50	17	.	.	PUNCT
ajceb-6964	51	1	(	(	PUNCT
ajceb-6964	51	2	2007	2007	NUM
ajceb-6964	51	3	)	)	PUNCT
ajceb-6964	51	4	reported	report	VERB
ajceb-6964	51	5	that	that	SCONJ
ajceb-6964	51	6	the	the	DET
ajceb-6964	51	7	south	south	ADJ
ajceb-6964	51	8	african	african	ADJ
ajceb-6964	51	9	construction	construction	NOUN
ajceb-6964	51	10	industry	industry	NOUN
ajceb-6964	51	11	has	have	AUX
ajceb-6964	51	12	been	be	AUX
ajceb-6964	51	13	associated	associate	VERB
ajceb-6964	51	14	with	with	ADP
ajceb-6964	51	15	unethical	unethical	ADJ
ajceb-6964	51	16	conducts	conduct	NOUN
ajceb-6964	51	17	such	such	ADJ
ajceb-6964	51	18	as	as	ADP
ajceb-6964	51	19	collusion	collusion	NOUN
ajceb-6964	51	20	,	,	PUNCT
ajceb-6964	51	21	bribery	bribery	NOUN
ajceb-6964	51	22	,	,	PUNCT
ajceb-6964	51	23	negligence	negligence	NOUN
ajceb-6964	51	24	,	,	PUNCT
ajceb-6964	51	25	fraud	fraud	NOUN
ajceb-6964	51	26	,	,	PUNCT
ajceb-6964	51	27	dishonesty	dishonesty	NOUN
ajceb-6964	51	28	and	and	CCONJ
ajceb-6964	51	29	unfair	unfair	ADJ
ajceb-6964	51	30	practices	practice	NOUN
ajceb-6964	51	31	as	as	ADV
ajceb-6964	51	32	well	well	ADV
ajceb-6964	51	33	as	as	ADP
ajceb-6964	51	34	bribery	bribery	NOUN
ajceb-6964	51	35	in	in	ADP
ajceb-6964	51	36	the	the	DET
ajceb-6964	51	37	form	form	NOUN
ajceb-6964	51	38	of	of	ADP
ajceb-6964	51	39	payments	payment	NOUN
ajceb-6964	51	40	and	and	CCONJ
ajceb-6964	51	41	gifts	gift	NOUN
ajceb-6964	51	42	,	,	PUNCT
ajceb-6964	51	43	while	while	SCONJ
ajceb-6964	51	44	fraud	fraud	NOUN
ajceb-6964	51	45	appeared	appear	VERB
ajceb-6964	51	46	not	not	PART
ajceb-6964	51	47	to	to	PART
ajceb-6964	51	48	be	be	AUX
ajceb-6964	51	49	as	as	ADV
ajceb-6964	51	50	serious	serious	ADJ
ajceb-6964	51	51	a	a	DET
ajceb-6964	51	52	problem	problem	NOUN
ajceb-6964	51	53	in	in	ADP
ajceb-6964	51	54	that	that	DET
ajceb-6964	51	55	country	country	NOUN
ajceb-6964	51	56	.	.	PUNCT
ajceb-6964	52	1	another	another	DET
ajceb-6964	52	2	study	study	NOUN
ajceb-6964	52	3	in	in	ADP
ajceb-6964	52	4	south	south	PROPN
ajceb-6964	52	5	africa	africa	PROPN
ajceb-6964	52	6	(	(	PUNCT
ajceb-6964	52	7	bowen	bowen	PROPN
ajceb-6964	52	8	,	,	PUNCT
ajceb-6964	52	9	edwards	edwards	PROPN
ajceb-6964	52	10	and	and	CCONJ
ajceb-6964	52	11	cattell	cattell	PROPN
ajceb-6964	52	12	,	,	PUNCT
ajceb-6964	52	13	2012	2012	NUM
ajceb-6964	52	14	)	)	PUNCT
ajceb-6964	52	15	also	also	ADV
ajceb-6964	52	16	revealed	reveal	VERB
ajceb-6964	52	17	that	that	SCONJ
ajceb-6964	52	18	corruption	corruption	NOUN
ajceb-6964	52	19	was	be	AUX
ajceb-6964	52	20	most	most	ADV
ajceb-6964	52	21	prevalent	prevalent	ADJ
ajceb-6964	52	22	during	during	ADP
ajceb-6964	52	23	the	the	DET
ajceb-6964	52	24	bid	bid	NOUN
ajceb-6964	52	25	evaluation	evaluation	NOUN
ajceb-6964	52	26	and	and	CCONJ
ajceb-6964	52	27	tendering	tendering	NOUN
ajceb-6964	52	28	phases	phase	NOUN
ajceb-6964	52	29	of	of	ADP
ajceb-6964	52	30	projects	project	NOUN
ajceb-6964	52	31	and	and	CCONJ
ajceb-6964	52	32	that	that	SCONJ
ajceb-6964	52	33	this	this	PRON
ajceb-6964	52	34	manifested	manifest	VERB
ajceb-6964	52	35	in	in	ADP
ajceb-6964	52	36	the	the	DET
ajceb-6964	52	37	forms	form	NOUN
ajceb-6964	52	38	of	of	ADP
ajceb-6964	52	39	conflicts	conflict	NOUN
ajceb-6964	52	40	of	of	ADP
ajceb-6964	52	41	interest	interest	NOUN
ajceb-6964	52	42	,	,	PUNCT
ajceb-6964	52	43	tender	tender	ADJ
ajceb-6964	52	44	rigging	rigging	NOUN
ajceb-6964	52	45	(	(	PUNCT
ajceb-6964	52	46	collusion	collusion	NOUN
ajceb-6964	52	47	)	)	PUNCT
ajceb-6964	52	48	,	,	PUNCT
ajceb-6964	52	49	fronting	fronting	NOUN
ajceb-6964	52	50	and	and	CCONJ
ajceb-6964	52	51	kickbacks	kickback	NOUN
ajceb-6964	52	52	and	and	CCONJ
ajceb-6964	52	53	were	be	AUX
ajceb-6964	52	54	perpetrated	perpetrate	VERB
ajceb-6964	52	55	by	by	ADP
ajceb-6964	52	56	government	government	NOUN
ajceb-6964	52	57	officials	official	NOUN
ajceb-6964	52	58	(	(	PUNCT
ajceb-6964	52	59	as	as	ADP
ajceb-6964	52	60	clients	client	NOUN
ajceb-6964	52	61	)	)	PUNCT
ajceb-6964	52	62	,	,	PUNCT
ajceb-6964	52	63	contractors	contractor	NOUN
ajceb-6964	52	64	,	,	PUNCT
ajceb-6964	52	65	and	and	CCONJ
ajceb-6964	52	66	subcontractors	subcontractor	NOUN
ajceb-6964	52	67	.	.	PUNCT
ajceb-6964	53	1	in	in	ADP
ajceb-6964	53	2	nigeria	nigeria	PROPN
ajceb-6964	53	3	,	,	PUNCT
ajceb-6964	53	4	oyewobi	oyewobi	PROPN
ajceb-6964	53	5	,	,	PUNCT
ajceb-6964	53	6	et	et	PROPN
ajceb-6964	53	7	al	al	PROPN
ajceb-6964	53	8	.	.	PUNCT
ajceb-6964	54	1	(	(	PUNCT
ajceb-6964	54	2	2011	2011	NUM
ajceb-6964	54	3	)	)	PUNCT
ajceb-6964	54	4	reported	report	VERB
ajceb-6964	54	5	the	the	DET
ajceb-6964	54	6	formation	formation	NOUN
ajceb-6964	54	7	of	of	ADP
ajceb-6964	54	8	cartel	cartel	NOUN
ajceb-6964	54	9	and	and	CCONJ
ajceb-6964	54	10	submission	submission	NOUN
ajceb-6964	54	11	of	of	ADP
ajceb-6964	54	12	several	several	ADJ
ajceb-6964	54	13	bids	bid	NOUN
ajceb-6964	54	14	by	by	ADP
ajceb-6964	54	15	the	the	DET
ajceb-6964	54	16	same	same	ADJ
ajceb-6964	54	17	contractor	contractor	NOUN
ajceb-6964	54	18	using	use	VERB
ajceb-6964	54	19	different	different	ADJ
ajceb-6964	54	20	names	name	NOUN
ajceb-6964	54	21	,	,	PUNCT
ajceb-6964	54	22	while	while	SCONJ
ajceb-6964	54	23	other	other	ADJ
ajceb-6964	54	24	authors	author	NOUN
ajceb-6964	54	25	(	(	PUNCT
ajceb-6964	54	26	kasimu	kasimu	NOUN
ajceb-6964	54	27	and	and	CCONJ
ajceb-6964	54	28	kolawole	kolawole	NOUN
ajceb-6964	54	29	,	,	PUNCT
ajceb-6964	54	30	2015	2015	NUM
ajceb-6964	54	31	;	;	PUNCT
ajceb-6964	54	32	adeyemo	adeyemo	ADJ
ajceb-6964	54	33	and	and	CCONJ
ajceb-6964	54	34	amande	amande	PROPN
ajceb-6964	54	35	,	,	PUNCT
ajceb-6964	54	36	2016	2016	NUM
ajceb-6964	54	37	)	)	PUNCT
ajceb-6964	54	38	observed	observe	VERB
ajceb-6964	54	39	that	that	SCONJ
ajceb-6964	54	40	the	the	DET
ajceb-6964	54	41	use	use	NOUN
ajceb-6964	54	42	of	of	ADP
ajceb-6964	54	43	bribes	bribe	NOUN
ajceb-6964	54	44	(	(	PUNCT
ajceb-6964	54	45	e.g.	e.g.	ADV
ajceb-6964	54	46	cash	cash	NOUN
ajceb-6964	54	47	and	and	CCONJ
ajceb-6964	54	48	materials	material	NOUN
ajceb-6964	54	49	gifts	gift	NOUN
ajceb-6964	54	50	or	or	CCONJ
ajceb-6964	54	51	kind	kind	NOUN
ajceb-6964	54	52	)	)	PUNCT
ajceb-6964	54	53	to	to	PART
ajceb-6964	54	54	win	win	VERB
ajceb-6964	54	55	contracts	contract	NOUN
ajceb-6964	54	56	,	,	PUNCT
ajceb-6964	54	57	overbidding	overbidding	NOUN
ajceb-6964	54	58	and	and	CCONJ
ajceb-6964	54	59	collusion	collusion	NOUN
ajceb-6964	54	60	between	between	ADP
ajceb-6964	54	61	contractors	contractor	NOUN
ajceb-6964	54	62	and	and	CCONJ
ajceb-6964	54	63	professionals	professional	NOUN
ajceb-6964	54	64	to	to	PART
ajceb-6964	54	65	deliver	deliver	VERB
ajceb-6964	54	66	poor	poor	ADJ
ajceb-6964	54	67	quality	quality	NOUN
ajceb-6964	54	68	work	work	NOUN
ajceb-6964	54	69	were	be	AUX
ajceb-6964	54	70	very	very	ADV
ajceb-6964	54	71	common	common	ADJ
ajceb-6964	54	72	in	in	ADP
ajceb-6964	54	73	this	this	DET
ajceb-6964	54	74	country	country	NOUN
ajceb-6964	54	75	.	.	PUNCT
ajceb-6964	55	1	in	in	ADP
ajceb-6964	55	2	fact	fact	NOUN
ajceb-6964	55	3	,	,	PUNCT
ajceb-6964	55	4	an	an	DET
ajceb-6964	55	5	earlier	early	ADJ
ajceb-6964	55	6	study	study	NOUN
ajceb-6964	55	7	by	by	ADP
ajceb-6964	55	8	ameh	ameh	NOUN
ajceb-6964	55	9	and	and	CCONJ
ajceb-6964	55	10	odusami	odusami	NOUN
ajceb-6964	55	11	(	(	PUNCT
ajceb-6964	55	12	2010	2010	NUM
ajceb-6964	55	13	)	)	PUNCT
ajceb-6964	55	14	revealed	reveal	VERB
ajceb-6964	55	15	that	that	SCONJ
ajceb-6964	55	16	the	the	DET
ajceb-6964	55	17	most	most	ADV
ajceb-6964	55	18	common	common	ADJ
ajceb-6964	55	19	form	form	NOUN
ajceb-6964	55	20	of	of	ADP
ajceb-6964	55	21	bribery	bribery	NOUN
ajceb-6964	55	22	in	in	ADP
ajceb-6964	55	23	the	the	DET
ajceb-6964	55	24	industry	industry	NOUN
ajceb-6964	55	25	was	be	AUX
ajceb-6964	55	26	financial	financial	ADJ
ajceb-6964	55	27	inducement	inducement	NOUN
ajceb-6964	55	28	and	and	CCONJ
ajceb-6964	55	29	that	that	SCONJ
ajceb-6964	55	30	quantity	quantity	NOUN
ajceb-6964	55	31	surveyors	surveyor	NOUN
ajceb-6964	55	32	were	be	AUX
ajceb-6964	55	33	perceived	perceive	VERB
ajceb-6964	55	34	to	to	PART
ajceb-6964	55	35	be	be	AUX
ajceb-6964	55	36	the	the	DET
ajceb-6964	55	37	most	most	ADV
ajceb-6964	55	38	susceptible	susceptible	ADJ
ajceb-6964	55	39	to	to	ADP
ajceb-6964	55	40	bribery	bribery	NOUN
ajceb-6964	55	41	among	among	ADP
ajceb-6964	55	42	professionals	professional	NOUN
ajceb-6964	55	43	in	in	ADP
ajceb-6964	55	44	the	the	DET
ajceb-6964	55	45	nigerian	nigerian	ADJ
ajceb-6964	55	46	construction	construction	NOUN
ajceb-6964	55	47	industry	industry	NOUN
ajceb-6964	55	48	.	.	PUNCT
ajceb-6964	56	1	several	several	ADJ
ajceb-6964	56	2	reasons	reason	NOUN
ajceb-6964	56	3	have	have	AUX
ajceb-6964	56	4	been	be	AUX
ajceb-6964	56	5	put	put	VERB
ajceb-6964	56	6	forward	forward	ADV
ajceb-6964	56	7	on	on	ADP
ajceb-6964	56	8	why	why	SCONJ
ajceb-6964	56	9	construction	construction	NOUN
ajceb-6964	56	10	projects	project	NOUN
ajceb-6964	56	11	are	be	AUX
ajceb-6964	56	12	vulnerable	vulnerable	ADJ
ajceb-6964	56	13	to	to	ADP
ajceb-6964	56	14	corruption	corruption	NOUN
ajceb-6964	56	15	.	.	PUNCT
ajceb-6964	57	1	for	for	ADP
ajceb-6964	57	2	examples	example	NOUN
ajceb-6964	57	3	,	,	PUNCT
ajceb-6964	57	4	stansbury	stansbury	NOUN
ajceb-6964	57	5	(	(	PUNCT
ajceb-6964	57	6	2005	2005	NUM
ajceb-6964	57	7	)	)	PUNCT
ajceb-6964	57	8	argued	argue	VERB
ajceb-6964	57	9	that	that	SCONJ
ajceb-6964	57	10	the	the	DET
ajceb-6964	57	11	complex	complex	ADJ
ajceb-6964	57	12	technical	technical	ADJ
ajceb-6964	57	13	requirements	requirement	NOUN
ajceb-6964	57	14	,	,	PUNCT
ajceb-6964	57	15	uniqueness	uniqueness	NOUN
ajceb-6964	57	16	,	,	PUNCT
ajceb-6964	57	17	and	and	CCONJ
ajceb-6964	57	18	large	large	ADJ
ajceb-6964	57	19	sizes	size	NOUN
ajceb-6964	57	20	of	of	ADP
ajceb-6964	57	21	construction	construction	NOUN
ajceb-6964	57	22	projects	project	NOUN
ajceb-6964	57	23	;	;	PUNCT
ajceb-6964	57	24	competitive	competitive	ADJ
ajceb-6964	57	25	nature	nature	NOUN
ajceb-6964	57	26	of	of	ADP
ajceb-6964	57	27	construction	construction	NOUN
ajceb-6964	57	28	contracts	contract	NOUN
ajceb-6964	57	29	and	and	CCONJ
ajceb-6964	57	30	the	the	DET
ajceb-6964	57	31	large	large	ADJ
ajceb-6964	57	32	number	number	NOUN
ajceb-6964	57	33	of	of	ADP
ajceb-6964	57	34	participants	participant	NOUN
ajceb-6964	57	35	,	,	PUNCT
ajceb-6964	57	36	make	make	VERB
ajceb-6964	57	37	control	control	NOUN
ajceb-6964	57	38	measures	measure	NOUN
ajceb-6964	57	39	hard	hard	ADJ
ajceb-6964	57	40	and	and	CCONJ
ajceb-6964	57	41	ineffective	ineffective	ADJ
ajceb-6964	57	42	in	in	ADP
ajceb-6964	57	43	tracing	trace	VERB
ajceb-6964	57	44	monetary	monetary	ADJ
ajceb-6964	57	45	transactions	transaction	NOUN
ajceb-6964	57	46	in	in	ADP
ajceb-6964	57	47	such	such	ADJ
ajceb-6964	57	48	projects	project	NOUN
ajceb-6964	57	49	.	.	PUNCT
ajceb-6964	58	1	the	the	DET
ajceb-6964	58	2	author	author	NOUN
ajceb-6964	58	3	further	far	ADV
ajceb-6964	58	4	explained	explain	VERB
ajceb-6964	58	5	that	that	SCONJ
ajceb-6964	58	6	the	the	DET
ajceb-6964	58	7	complicated	complicated	ADJ
ajceb-6964	58	8	nature	nature	NOUN
ajceb-6964	58	9	of	of	ADP
ajceb-6964	58	10	contractual	contractual	ADJ
ajceb-6964	58	11	processes	process	NOUN
ajceb-6964	58	12	and	and	CCONJ
ajceb-6964	58	13	fragmented	fragmented	ADJ
ajceb-6964	58	14	nature	nature	NOUN
ajceb-6964	58	15	of	of	ADP
ajceb-6964	58	16	construction	construction	NOUN
ajceb-6964	58	17	project	project	NOUN
ajceb-6964	58	18	implementation	implementation	NOUN
ajceb-6964	58	19	structures	structure	NOUN
ajceb-6964	58	20	as	as	ADV
ajceb-6964	58	21	well	well	ADV
ajceb-6964	58	22	as	as	ADP
ajceb-6964	58	23	concealment	concealment	NOUN
ajceb-6964	58	24	of	of	ADP
ajceb-6964	58	25	the	the	DET
ajceb-6964	58	26	quality	quality	NOUN
ajceb-6964	58	27	of	of	ADP
ajceb-6964	58	28	work	work	NOUN
ajceb-6964	58	29	make	make	VERB
ajceb-6964	58	30	it	it	PRON
ajceb-6964	58	31	possible	possible	ADJ
ajceb-6964	58	32	for	for	SCONJ
ajceb-6964	58	33	corruption	corruption	NOUN
ajceb-6964	58	34	to	to	PART
ajceb-6964	58	35	thrive	thrive	VERB
ajceb-6964	58	36	in	in	ADP
ajceb-6964	58	37	the	the	DET
ajceb-6964	58	38	procurement	procurement	NOUN
ajceb-6964	58	39	of	of	ADP
ajceb-6964	58	40	construction	construction	NOUN
ajceb-6964	58	41	projects	project	NOUN
ajceb-6964	58	42	.	.	PUNCT
ajceb-6964	59	1	in	in	ADP
ajceb-6964	59	2	addition	addition	NOUN
ajceb-6964	59	3	,	,	PUNCT
ajceb-6964	59	4	boyd	boyd	PROPN
ajceb-6964	59	5	and	and	CCONJ
ajceb-6964	59	6	padilla	padilla	PROPN
ajceb-6964	59	7	(	(	PUNCT
ajceb-6964	59	8	2009	2009	NUM
ajceb-6964	59	9	)	)	PUNCT
ajceb-6964	59	10	noted	note	VERB
ajceb-6964	59	11	that	that	SCONJ
ajceb-6964	59	12	corrupt	corrupt	ADJ
ajceb-6964	59	13	practices	practice	NOUN
ajceb-6964	59	14	in	in	ADP
ajceb-6964	59	15	construction	construction	NOUN
ajceb-6964	59	16	project	project	NOUN
ajceb-6964	59	17	delivery	delivery	NOUN
ajceb-6964	59	18	are	be	AUX
ajceb-6964	59	19	principally	principally	ADV
ajceb-6964	59	20	due	due	ADJ
ajceb-6964	59	21	to	to	ADP
ajceb-6964	59	22	poor	poor	ADJ
ajceb-6964	59	23	documentation	documentation	NOUN
ajceb-6964	59	24	/	/	SYM
ajceb-6964	59	25	record	record	NOUN
ajceb-6964	59	26	keeping	keeping	NOUN
ajceb-6964	59	27	,	,	PUNCT
ajceb-6964	59	28	the	the	DET
ajceb-6964	59	29	lack	lack	NOUN
ajceb-6964	59	30	of	of	ADP
ajceb-6964	59	31	sufficient	sufficient	ADJ
ajceb-6964	59	32	transparency	transparency	NOUN
ajceb-6964	59	33	and	and	CCONJ
ajceb-6964	59	34	poor	poor	ADJ
ajceb-6964	59	35	professional	professional	ADJ
ajceb-6964	59	36	ethical	ethical	ADJ
ajceb-6964	59	37	standards	standard	NOUN
ajceb-6964	59	38	.	.	PUNCT
ajceb-6964	60	1	similarly	similarly	ADV
ajceb-6964	60	2	,	,	PUNCT
ajceb-6964	60	3	hardoon	hardoon	NOUN
ajceb-6964	60	4	and	and	CCONJ
ajceb-6964	60	5	heinrich	heinrich	PROPN
ajceb-6964	60	6	(	(	PUNCT
ajceb-6964	60	7	2011	2011	NUM
ajceb-6964	60	8	)	)	PUNCT
ajceb-6964	60	9	argued	argue	VERB
ajceb-6964	60	10	that	that	SCONJ
ajceb-6964	60	11	political	political	ADJ
ajceb-6964	60	12	involvement	involvement	NOUN
ajceb-6964	60	13	and	and	CCONJ
ajceb-6964	60	14	the	the	DET
ajceb-6964	60	15	use	use	NOUN
ajceb-6964	60	16	of	of	ADP
ajceb-6964	60	17	different	different	ADJ
ajceb-6964	60	18	codes	code	NOUN
ajceb-6964	60	19	of	of	ADP
ajceb-6964	60	20	conduct	conduct	NOUN
ajceb-6964	60	21	and	and	CCONJ
ajceb-6964	60	22	practices	practice	NOUN
ajceb-6964	60	23	in	in	ADP
ajceb-6964	60	24	any	any	DET
ajceb-6964	60	25	single	single	ADJ
ajceb-6964	60	26	project	project	NOUN
ajceb-6964	60	27	are	be	AUX
ajceb-6964	60	28	responsible	responsible	ADJ
ajceb-6964	60	29	for	for	ADP
ajceb-6964	60	30	the	the	DET
ajceb-6964	60	31	high	high	ADJ
ajceb-6964	60	32	incidences	incidence	NOUN
ajceb-6964	60	33	of	of	ADP
ajceb-6964	60	34	corrupt	corrupt	ADJ
ajceb-6964	60	35	practices	practice	NOUN
ajceb-6964	60	36	in	in	ADP
ajceb-6964	60	37	the	the	DET
ajceb-6964	60	38	delivery	delivery	NOUN
ajceb-6964	60	39	of	of	ADP
ajceb-6964	60	40	construction	construction	NOUN
ajceb-6964	60	41	projects	project	NOUN
ajceb-6964	60	42	.	.	PUNCT
ajceb-6964	61	1	again	again	ADV
ajceb-6964	61	2	,	,	PUNCT
ajceb-6964	61	3	that	that	DET
ajceb-6964	61	4	study	study	NOUN
ajceb-6964	61	5	by	by	ADP
ajceb-6964	61	6	bowen	bowen	PROPN
ajceb-6964	61	7	,	,	PUNCT
ajceb-6964	61	8	edwards	edwards	PROPN
ajceb-6964	61	9	and	and	CCONJ
ajceb-6964	61	10	cattell	cattell	PROPN
ajceb-6964	61	11	(	(	PUNCT
ajceb-6964	61	12	2012	2012	NUM
ajceb-6964	61	13	)	)	PUNCT
ajceb-6964	61	14	also	also	ADV
ajceb-6964	61	15	identified	identify	VERB
ajceb-6964	61	16	the	the	DET
ajceb-6964	61	17	facilitating	facilitate	VERB
ajceb-6964	61	18	factors	factor	NOUN
ajceb-6964	61	19	of	of	ADP
ajceb-6964	61	20	corruption	corruption	NOUN
ajceb-6964	61	21	in	in	ADP
ajceb-6964	61	22	the	the	DET
ajceb-6964	61	23	south	south	ADJ
ajceb-6964	61	24	african	african	ADJ
ajceb-6964	61	25	construction	construction	NOUN
ajceb-6964	61	26	industry	industry	NOUN
ajceb-6964	61	27	to	to	PART
ajceb-6964	61	28	include	include	VERB
ajceb-6964	61	29	a	a	DET
ajceb-6964	61	30	lack	lack	NOUN
ajceb-6964	61	31	of	of	ADP
ajceb-6964	61	32	transparency	transparency	NOUN
ajceb-6964	61	33	in	in	ADP
ajceb-6964	61	34	the	the	DET
ajceb-6964	61	35	awarding	awarding	NOUN
ajceb-6964	61	36	of	of	ADP
ajceb-6964	61	37	contracts	contract	NOUN
ajceb-6964	61	38	and	and	CCONJ
ajceb-6964	61	39	the	the	DET
ajceb-6964	61	40	operating	operate	VERB
ajceb-6964	61	41	environment	environment	NOUN
ajceb-6964	61	42	of	of	ADP
ajceb-6964	61	43	the	the	DET
ajceb-6964	61	44	industry	industry	NOUN
ajceb-6964	61	45	.	.	PUNCT
ajceb-6964	62	1	in	in	ADP
ajceb-6964	62	2	the	the	DET
ajceb-6964	62	3	nigerian	nigerian	PROPN
ajceb-6964	62	4	exploring	explore	VERB
ajceb-6964	62	5	anti	anti	ADJ
ajceb-6964	62	6	-	-	ADJ
ajceb-6964	62	7	corruption	corruption	ADJ
ajceb-6964	62	8	capabilities	capability	NOUN
ajceb-6964	62	9	of	of	ADP
ajceb-6964	62	10	e	e	NOUN
ajceb-6964	62	11	-	-	NOUN
ajceb-6964	62	12	procurement	procurement	NOUN
ajceb-6964	62	13	in	in	ADP
ajceb-6964	62	14	construction	construction	NOUN
ajceb-6964	62	15	project	project	NOUN
ajceb-6964	62	16	delivery	delivery	NOUN
ajceb-6964	62	17	in	in	ADP
ajceb-6964	62	18	nigeria	nigeria	PROPN
ajceb-6964	62	19	construction	construction	NOUN
ajceb-6964	62	20	economics	economic	NOUN
ajceb-6964	62	21	and	and	CCONJ
ajceb-6964	62	22	building	building	NOUN
ajceb-6964	62	23	,	,	PUNCT
ajceb-6964	62	24	vol	vol	NOUN
ajceb-6964	62	25	.	.	PROPN
ajceb-6964	62	26	20	20	NUM
ajceb-6964	62	27	,	,	PUNCT
ajceb-6964	62	28	no	no	INTJ
ajceb-6964	62	29	.	.	NOUN
ajceb-6964	62	30	1	1	NUM
ajceb-6964	62	31	,	,	PUNCT
ajceb-6964	62	32	march	march	PROPN
ajceb-6964	62	33	202059	202059	NUM
ajceb-6964	62	34	construction	construction	NOUN
ajceb-6964	62	35	environment	environment	NOUN
ajceb-6964	62	36	,	,	PUNCT
ajceb-6964	62	37	ayodele	ayodele	PROPN
ajceb-6964	62	38	,	,	PUNCT
ajceb-6964	62	39	et	et	PROPN
ajceb-6964	62	40	al	al	PROPN
ajceb-6964	62	41	.	.	PUNCT
ajceb-6964	63	1	(	(	PUNCT
ajceb-6964	63	2	2011	2011	NUM
ajceb-6964	63	3	)	)	PUNCT
ajceb-6964	63	4	reported	report	VERB
ajceb-6964	63	5	that	that	SCONJ
ajceb-6964	63	6	construction	construction	NOUN
ajceb-6964	63	7	procurement	procurement	NOUN
ajceb-6964	63	8	activities	activity	NOUN
ajceb-6964	63	9	were	be	AUX
ajceb-6964	63	10	prone	prone	ADJ
ajceb-6964	63	11	to	to	ADP
ajceb-6964	63	12	corruption	corruption	NOUN
ajceb-6964	63	13	due	due	ADP
ajceb-6964	63	14	to	to	ADP
ajceb-6964	63	15	the	the	DET
ajceb-6964	63	16	high	high	ADJ
ajceb-6964	63	17	level	level	NOUN
ajceb-6964	63	18	of	of	ADP
ajceb-6964	63	19	poverty	poverty	NOUN
ajceb-6964	63	20	and	and	CCONJ
ajceb-6964	63	21	greed	greed	NOUN
ajceb-6964	63	22	amongst	amongst	ADP
ajceb-6964	63	23	the	the	DET
ajceb-6964	63	24	participants	participant	NOUN
ajceb-6964	63	25	and	and	CCONJ
ajceb-6964	63	26	entrenched	entrenched	ADJ
ajceb-6964	63	27	culture	culture	NOUN
ajceb-6964	63	28	of	of	ADP
ajceb-6964	63	29	political	political	ADJ
ajceb-6964	63	30	interference	interference	NOUN
ajceb-6964	63	31	,	,	PUNCT
ajceb-6964	63	32	favouritism	favouritism	NOUN
ajceb-6964	63	33	and	and	CCONJ
ajceb-6964	63	34	nepotism	nepotism	NOUN
ajceb-6964	63	35	in	in	ADP
ajceb-6964	63	36	the	the	DET
ajceb-6964	63	37	award	award	NOUN
ajceb-6964	63	38	of	of	ADP
ajceb-6964	63	39	contracts	contract	NOUN
ajceb-6964	63	40	,	,	PUNCT
ajceb-6964	63	41	professional	professional	ADJ
ajceb-6964	63	42	misconduct	misconduct	NOUN
ajceb-6964	63	43	and	and	CCONJ
ajceb-6964	63	44	quackery	quackery	NOUN
ajceb-6964	63	45	.	.	PUNCT
ajceb-6964	64	1	from	from	ADP
ajceb-6964	64	2	the	the	DET
ajceb-6964	64	3	foregoing	foregoing	NOUN
ajceb-6964	64	4	,	,	PUNCT
ajceb-6964	64	5	it	it	PRON
ajceb-6964	64	6	can	can	AUX
ajceb-6964	64	7	be	be	AUX
ajceb-6964	64	8	inferred	infer	VERB
ajceb-6964	64	9	that	that	SCONJ
ajceb-6964	64	10	corruption	corruption	NOUN
ajceb-6964	64	11	in	in	ADP
ajceb-6964	64	12	construction	construction	NOUN
ajceb-6964	64	13	project	project	NOUN
ajceb-6964	64	14	delivery	delivery	NOUN
ajceb-6964	64	15	occurs	occur	VERB
ajceb-6964	64	16	in	in	ADP
ajceb-6964	64	17	various	various	ADJ
ajceb-6964	64	18	forms	form	NOUN
ajceb-6964	64	19	under	under	ADP
ajceb-6964	64	20	different	different	ADJ
ajceb-6964	64	21	names	name	NOUN
ajceb-6964	64	22	and	and	CCONJ
ajceb-6964	64	23	can	can	AUX
ajceb-6964	64	24	be	be	AUX
ajceb-6964	64	25	perpetrated	perpetrate	VERB
ajceb-6964	64	26	by	by	ADP
ajceb-6964	64	27	clients	client	NOUN
ajceb-6964	64	28	,	,	PUNCT
ajceb-6964	64	29	professional	professional	ADJ
ajceb-6964	64	30	consultants	consultant	NOUN
ajceb-6964	64	31	,	,	PUNCT
ajceb-6964	64	32	government	government	NOUN
ajceb-6964	64	33	officials	official	NOUN
ajceb-6964	64	34	,	,	PUNCT
ajceb-6964	64	35	contractors	contractor	NOUN
ajceb-6964	64	36	,	,	PUNCT
ajceb-6964	64	37	building	building	NOUN
ajceb-6964	64	38	material	material	NOUN
ajceb-6964	64	39	manufactures	manufacture	NOUN
ajceb-6964	64	40	and	and	CCONJ
ajceb-6964	64	41	vendors	vendor	NOUN
ajceb-6964	64	42	as	as	ADV
ajceb-6964	64	43	well	well	ADV
ajceb-6964	64	44	as	as	ADP
ajceb-6964	64	45	workers	worker	NOUN
ajceb-6964	64	46	on	on	ADP
ajceb-6964	64	47	construction	construction	NOUN
ajceb-6964	64	48	sites	site	NOUN
ajceb-6964	64	49	.	.	PUNCT
ajceb-6964	65	1	it	it	PRON
ajceb-6964	65	2	is	be	AUX
ajceb-6964	65	3	also	also	ADV
ajceb-6964	65	4	evident	evident	ADJ
ajceb-6964	65	5	in	in	ADP
ajceb-6964	65	6	the	the	DET
ajceb-6964	65	7	studies	study	NOUN
ajceb-6964	65	8	reviewed	review	VERB
ajceb-6964	65	9	here	here	ADV
ajceb-6964	65	10	that	that	SCONJ
ajceb-6964	65	11	construction	construction	NOUN
ajceb-6964	65	12	projects	project	NOUN
ajceb-6964	65	13	are	be	AUX
ajceb-6964	65	14	generally	generally	ADV
ajceb-6964	65	15	vulnerable	vulnerable	ADJ
ajceb-6964	65	16	to	to	ADP
ajceb-6964	65	17	corruption	corruption	NOUN
ajceb-6964	65	18	due	due	ADP
ajceb-6964	65	19	to	to	ADP
ajceb-6964	65	20	the	the	DET
ajceb-6964	65	21	characteristics	characteristic	NOUN
ajceb-6964	65	22	of	of	ADP
ajceb-6964	65	23	the	the	DET
ajceb-6964	65	24	industry	industry	NOUN
ajceb-6964	65	25	,	,	PUNCT
ajceb-6964	65	26	construction	construction	NOUN
ajceb-6964	65	27	projects	project	NOUN
ajceb-6964	65	28	as	as	ADV
ajceb-6964	65	29	well	well	ADV
ajceb-6964	65	30	as	as	ADP
ajceb-6964	65	31	the	the	DET
ajceb-6964	65	32	legal	legal	ADJ
ajceb-6964	65	33	,	,	PUNCT
ajceb-6964	65	34	political	political	ADJ
ajceb-6964	65	35	,	,	PUNCT
ajceb-6964	65	36	and	and	CCONJ
ajceb-6964	65	37	social	social	ADJ
ajceb-6964	65	38	milieu	milieu	NOUN
ajceb-6964	65	39	in	in	ADP
ajceb-6964	65	40	which	which	PRON
ajceb-6964	65	41	construction	construction	NOUN
ajceb-6964	65	42	works	work	NOUN
ajceb-6964	65	43	take	take	VERB
ajceb-6964	65	44	place	place	NOUN
ajceb-6964	65	45	.	.	PUNCT
ajceb-6964	66	1	anti	anti	ADJ
ajceb-6964	66	2	-	-	ADJ
ajceb-6964	66	3	corruption	corruption	ADJ
ajceb-6964	66	4	capabilities	capability	NOUN
ajceb-6964	66	5	of	of	ADP
ajceb-6964	66	6	e	e	NOUN
ajceb-6964	66	7	-	-	NOUN
ajceb-6964	66	8	procurement	procurement	NOUN
ajceb-6964	66	9	in	in	ADP
ajceb-6964	66	10	procurement	procurement	NOUN
ajceb-6964	66	11	activities	activity	NOUN
ajceb-6964	66	12	in	in	ADP
ajceb-6964	66	13	the	the	DET
ajceb-6964	66	14	context	context	NOUN
ajceb-6964	66	15	of	of	ADP
ajceb-6964	66	16	this	this	DET
ajceb-6964	66	17	research	research	NOUN
ajceb-6964	66	18	,	,	PUNCT
ajceb-6964	66	19	anti	anti	ADJ
ajceb-6964	66	20	-	-	ADJ
ajceb-6964	66	21	corruption	corruption	ADJ
ajceb-6964	66	22	capabilities	capability	NOUN
ajceb-6964	66	23	refer	refer	VERB
ajceb-6964	66	24	to	to	ADP
ajceb-6964	66	25	the	the	DET
ajceb-6964	66	26	features	feature	NOUN
ajceb-6964	66	27	or	or	CCONJ
ajceb-6964	66	28	measures	measure	NOUN
ajceb-6964	66	29	in	in	ADP
ajceb-6964	66	30	e	e	NOUN
ajceb-6964	66	31	-	-	NOUN
ajceb-6964	66	32	procurement	procurement	NOUN
ajceb-6964	66	33	that	that	PRON
ajceb-6964	66	34	help	help	VERB
ajceb-6964	66	35	to	to	PART
ajceb-6964	66	36	check	check	VERB
ajceb-6964	66	37	or	or	CCONJ
ajceb-6964	66	38	reduce	reduce	VERB
ajceb-6964	66	39	the	the	DET
ajceb-6964	66	40	incidence	incidence	NOUN
ajceb-6964	66	41	of	of	ADP
ajceb-6964	66	42	corrupt	corrupt	ADJ
ajceb-6964	66	43	practices	practice	NOUN
ajceb-6964	66	44	in	in	ADP
ajceb-6964	66	45	the	the	DET
ajceb-6964	66	46	procurement	procurement	NOUN
ajceb-6964	66	47	of	of	ADP
ajceb-6964	66	48	construction	construction	NOUN
ajceb-6964	66	49	works	work	NOUN
ajceb-6964	66	50	,	,	PUNCT
ajceb-6964	66	51	services	service	NOUN
ajceb-6964	66	52	and	and	CCONJ
ajceb-6964	66	53	materials	material	NOUN
ajceb-6964	66	54	/	/	SYM
ajceb-6964	66	55	equipment	equipment	NOUN
ajceb-6964	66	56	.	.	PUNCT
ajceb-6964	67	1	although	although	SCONJ
ajceb-6964	67	2	several	several	ADJ
ajceb-6964	67	3	measures	measure	NOUN
ajceb-6964	67	4	for	for	ADP
ajceb-6964	67	5	checking	check	VERB
ajceb-6964	67	6	corruption	corruption	NOUN
ajceb-6964	67	7	in	in	ADP
ajceb-6964	67	8	construction	construction	NOUN
ajceb-6964	67	9	project	project	NOUN
ajceb-6964	67	10	delivery	delivery	NOUN
ajceb-6964	67	11	have	have	AUX
ajceb-6964	67	12	been	be	AUX
ajceb-6964	67	13	documented	document	VERB
ajceb-6964	67	14	in	in	ADP
ajceb-6964	67	15	the	the	DET
ajceb-6964	67	16	literature	literature	NOUN
ajceb-6964	67	17	(	(	PUNCT
ajceb-6964	67	18	see	see	VERB
ajceb-6964	67	19	for	for	ADP
ajceb-6964	67	20	examples	example	NOUN
ajceb-6964	67	21	osie	osie	ADJ
ajceb-6964	67	22	-	-	PUNCT
ajceb-6964	67	23	tutu	tutu	NOUN
ajceb-6964	67	24	,	,	PUNCT
ajceb-6964	67	25	badu	badu	ADJ
ajceb-6964	67	26	and	and	CCONJ
ajceb-6964	67	27	owusu	owusu	NOUN
ajceb-6964	67	28	-	-	PUNCT
ajceb-6964	67	29	manu	manu	PROPN
ajceb-6964	67	30	,	,	PUNCT
ajceb-6964	67	31	2010	2010	NUM
ajceb-6964	67	32	;	;	PUNCT
ajceb-6964	67	33	ameyaw	ameyaw	NOUN
ajceb-6964	67	34	and	and	CCONJ
ajceb-6964	67	35	mensah	mensah	PROPN
ajceb-6964	67	36	,	,	PUNCT
ajceb-6964	67	37	2013	2013	NUM
ajceb-6964	67	38	;	;	PUNCT
ajceb-6964	67	39	chan	chan	PROPN
ajceb-6964	67	40	and	and	CCONJ
ajceb-6964	67	41	owusu	owusu	PROPN
ajceb-6964	67	42	,	,	PUNCT
ajceb-6964	67	43	2017	2017	NUM
ajceb-6964	67	44	,	,	PUNCT
ajceb-6964	67	45	owusu	owusu	PROPN
ajceb-6964	67	46	,	,	PUNCT
ajceb-6964	67	47	shan	shan	ADJ
ajceb-6964	67	48	and	and	CCONJ
ajceb-6964	67	49	chau	chau	NOUN
ajceb-6964	67	50	,	,	PUNCT
ajceb-6964	67	51	2017	2017	NUM
ajceb-6964	67	52	;	;	PUNCT
ajceb-6964	67	53	owusu	owusu	PROPN
ajceb-6964	67	54	et	et	PROPN
ajceb-6964	67	55	al	al	PROPN
ajceb-6964	67	56	.	.	PROPN
ajceb-6964	67	57	,	,	PUNCT
ajceb-6964	67	58	2019	2019	NUM
ajceb-6964	67	59	)	)	PUNCT
ajceb-6964	67	60	,	,	PUNCT
ajceb-6964	67	61	the	the	DET
ajceb-6964	67	62	world	world	NOUN
ajceb-6964	67	63	economic	economic	PROPN
ajceb-6964	67	64	forum	forum	PROPN
ajceb-6964	67	65	(	(	PUNCT
ajceb-6964	67	66	2016	2016	NUM
ajceb-6964	67	67	)	)	PUNCT
ajceb-6964	67	68	and	and	CCONJ
ajceb-6964	67	69	oecd	oecd	PROPN
ajceb-6964	67	70	(	(	PUNCT
ajceb-6964	67	71	2016	2016	NUM
ajceb-6964	67	72	)	)	PUNCT
ajceb-6964	67	73	had	have	AUX
ajceb-6964	67	74	argued	argue	VERB
ajceb-6964	67	75	that	that	SCONJ
ajceb-6964	67	76	the	the	DET
ajceb-6964	67	77	use	use	NOUN
ajceb-6964	67	78	of	of	ADP
ajceb-6964	67	79	digital	digital	ADJ
ajceb-6964	67	80	technology	technology	NOUN
ajceb-6964	67	81	stands	stand	VERB
ajceb-6964	67	82	out	out	ADP
ajceb-6964	67	83	as	as	ADP
ajceb-6964	67	84	one	one	NUM
ajceb-6964	67	85	of	of	ADP
ajceb-6964	67	86	the	the	DET
ajceb-6964	67	87	most	most	ADV
ajceb-6964	67	88	effective	effective	ADJ
ajceb-6964	67	89	ways	way	NOUN
ajceb-6964	67	90	for	for	ADP
ajceb-6964	67	91	checking	check	VERB
ajceb-6964	67	92	and	and	CCONJ
ajceb-6964	67	93	reducing	reduce	VERB
ajceb-6964	67	94	the	the	DET
ajceb-6964	67	95	incidences	incidence	NOUN
ajceb-6964	67	96	of	of	ADP
ajceb-6964	67	97	corrupt	corrupt	ADJ
ajceb-6964	67	98	practices	practice	NOUN
ajceb-6964	67	99	in	in	ADP
ajceb-6964	67	100	public	public	ADJ
ajceb-6964	67	101	procurement	procurement	NOUN
ajceb-6964	67	102	.	.	PUNCT
ajceb-6964	68	1	laryea	laryea	PROPN
ajceb-6964	68	2	and	and	CCONJ
ajceb-6964	68	3	ibem	ibem	NOUN
ajceb-6964	68	4	(	(	PUNCT
ajceb-6964	68	5	2014	2014	NUM
ajceb-6964	68	6	)	)	PUNCT
ajceb-6964	68	7	had	have	AUX
ajceb-6964	68	8	observed	observe	VERB
ajceb-6964	68	9	that	that	SCONJ
ajceb-6964	68	10	in	in	ADP
ajceb-6964	68	11	most	most	ADJ
ajceb-6964	68	12	recent	recent	ADJ
ajceb-6964	68	13	times	time	NOUN
ajceb-6964	68	14	,	,	PUNCT
ajceb-6964	68	15	one	one	NUM
ajceb-6964	68	16	aspect	aspect	NOUN
ajceb-6964	68	17	of	of	ADP
ajceb-6964	68	18	digital	digital	ADJ
ajceb-6964	68	19	technology	technology	NOUN
ajceb-6964	68	20	that	that	PRON
ajceb-6964	68	21	has	have	AUX
ajceb-6964	68	22	become	become	VERB
ajceb-6964	68	23	very	very	ADV
ajceb-6964	68	24	useful	useful	ADJ
ajceb-6964	68	25	in	in	ADP
ajceb-6964	68	26	the	the	DET
ajceb-6964	68	27	acquisition	acquisition	NOUN
ajceb-6964	68	28	of	of	ADP
ajceb-6964	68	29	works	work	NOUN
ajceb-6964	68	30	,	,	PUNCT
ajceb-6964	68	31	goods	good	NOUN
ajceb-6964	68	32	,	,	PUNCT
ajceb-6964	68	33	and	and	CCONJ
ajceb-6964	68	34	services	service	NOUN
ajceb-6964	68	35	in	in	ADP
ajceb-6964	68	36	the	the	DET
ajceb-6964	68	37	different	different	ADJ
ajceb-6964	68	38	sectors	sector	NOUN
ajceb-6964	68	39	is	be	AUX
ajceb-6964	68	40	electronic	electronic	ADJ
ajceb-6964	68	41	(	(	PUNCT
ajceb-6964	68	42	e-)procurement	e-)procurement	NOUN
ajceb-6964	68	43	.	.	PUNCT
ajceb-6964	69	1	the	the	DET
ajceb-6964	69	2	study	study	NOUN
ajceb-6964	69	3	by	by	ADP
ajceb-6964	69	4	aduwo	aduwo	PROPN
ajceb-6964	69	5	,	,	PUNCT
ajceb-6964	69	6	et	et	PROPN
ajceb-6964	69	7	al	al	PROPN
ajceb-6964	69	8	.	.	PROPN
ajceb-6964	69	9	(	(	PUNCT
ajceb-6964	69	10	2017	2017	NUM
ajceb-6964	69	11	)	)	PUNCT
ajceb-6964	69	12	provides	provide	VERB
ajceb-6964	69	13	evidence	evidence	NOUN
ajceb-6964	69	14	on	on	ADP
ajceb-6964	69	15	the	the	DET
ajceb-6964	69	16	extent	extent	NOUN
ajceb-6964	69	17	of	of	ADP
ajceb-6964	69	18	use	use	NOUN
ajceb-6964	69	19	of	of	ADP
ajceb-6964	69	20	e	e	NOUN
ajceb-6964	69	21	-	-	NOUN
ajceb-6964	69	22	procurement	procurement	NOUN
ajceb-6964	69	23	in	in	ADP
ajceb-6964	69	24	the	the	DET
ajceb-6964	69	25	delivery	delivery	NOUN
ajceb-6964	69	26	of	of	ADP
ajceb-6964	69	27	building	building	NOUN
ajceb-6964	69	28	projects	project	NOUN
ajceb-6964	69	29	in	in	ADP
ajceb-6964	69	30	nigeria	nigeria	PROPN
ajceb-6964	69	31	.	.	PUNCT
ajceb-6964	70	1	other	other	ADJ
ajceb-6964	70	2	studies	study	NOUN
ajceb-6964	70	3	have	have	AUX
ajceb-6964	70	4	also	also	ADV
ajceb-6964	70	5	been	be	AUX
ajceb-6964	70	6	done	do	VERB
ajceb-6964	70	7	in	in	ADP
ajceb-6964	70	8	the	the	DET
ajceb-6964	70	9	uk	uk	PROPN
ajceb-6964	70	10	(	(	PUNCT
ajceb-6964	70	11	eadie	eadie	PROPN
ajceb-6964	70	12	et	et	PROPN
ajceb-6964	70	13	al	al	PROPN
ajceb-6964	70	14	.	.	PROPN
ajceb-6964	70	15	,	,	PUNCT
ajceb-6964	70	16	2010	2010	NUM
ajceb-6964	70	17	;	;	PUNCT
ajceb-6964	70	18	eadie	eadie	PROPN
ajceb-6964	70	19	,	,	PUNCT
ajceb-6964	70	20	perera	perera	PROPN
ajceb-6964	70	21	and	and	CCONJ
ajceb-6964	70	22	heaney	heaney	PROPN
ajceb-6964	70	23	,	,	PUNCT
ajceb-6964	70	24	2011	2011	NUM
ajceb-6964	70	25	)	)	PUNCT
ajceb-6964	70	26	,	,	PUNCT
ajceb-6964	70	27	malaysia	malaysia	PROPN
ajceb-6964	70	28	(	(	PUNCT
ajceb-6964	70	29	hashim	hashim	PROPN
ajceb-6964	70	30	,	,	PUNCT
ajceb-6964	70	31	said	say	VERB
ajceb-6964	70	32	and	and	CCONJ
ajceb-6964	70	33	idris	idris	PROPN
ajceb-6964	70	34	,	,	PUNCT
ajceb-6964	70	35	2014	2014	NUM
ajceb-6964	70	36	)	)	PUNCT
ajceb-6964	70	37	,	,	PUNCT
ajceb-6964	70	38	and	and	CCONJ
ajceb-6964	70	39	south	south	PROPN
ajceb-6964	70	40	africa	africa	PROPN
ajceb-6964	70	41	(	(	PUNCT
ajceb-6964	70	42	ibem	ibem	NOUN
ajceb-6964	70	43	and	and	CCONJ
ajceb-6964	70	44	laryea	laryea	NOUN
ajceb-6964	70	45	,	,	PUNCT
ajceb-6964	70	46	2015	2015	NUM
ajceb-6964	70	47	)	)	PUNCT
ajceb-6964	70	48	on	on	ADP
ajceb-6964	70	49	the	the	DET
ajceb-6964	70	50	use	use	NOUN
ajceb-6964	70	51	of	of	ADP
ajceb-6964	70	52	e	e	NOUN
ajceb-6964	70	53	-	-	NOUN
ajceb-6964	70	54	procurement	procurement	NOUN
ajceb-6964	70	55	in	in	ADP
ajceb-6964	70	56	the	the	DET
ajceb-6964	70	57	construction	construction	NOUN
ajceb-6964	70	58	industry	industry	NOUN
ajceb-6964	70	59	.	.	PUNCT
ajceb-6964	71	1	in	in	ADP
ajceb-6964	71	2	addition	addition	NOUN
ajceb-6964	71	3	,	,	PUNCT
ajceb-6964	71	4	other	other	ADJ
ajceb-6964	71	5	authors	author	NOUN
ajceb-6964	71	6	(	(	PUNCT
ajceb-6964	71	7	sohail	sohail	PROPN
ajceb-6964	71	8	and	and	CCONJ
ajceb-6964	71	9	cavill	cavill	PROPN
ajceb-6964	71	10	,	,	PUNCT
ajceb-6964	71	11	2008	2008	NUM
ajceb-6964	71	12	;	;	PUNCT
ajceb-6964	71	13	neupane	neupane	ADJ
ajceb-6964	71	14	,	,	PUNCT
ajceb-6964	71	15	soar	soar	PROPN
ajceb-6964	71	16	and	and	CCONJ
ajceb-6964	71	17	vaidya	vaidya	NOUN
ajceb-6964	71	18	,	,	PUNCT
ajceb-6964	71	19	2012	2012	NUM
ajceb-6964	71	20	)	)	PUNCT
ajceb-6964	71	21	have	have	AUX
ajceb-6964	71	22	noted	note	VERB
ajceb-6964	71	23	that	that	SCONJ
ajceb-6964	71	24	the	the	DET
ajceb-6964	71	25	use	use	NOUN
ajceb-6964	71	26	e	e	NOUN
ajceb-6964	71	27	-	-	NOUN
ajceb-6964	71	28	procurement	procurement	NOUN
ajceb-6964	71	29	has	have	VERB
ajceb-6964	71	30	great	great	ADJ
ajceb-6964	71	31	potentials	potential	NOUN
ajceb-6964	71	32	to	to	PART
ajceb-6964	71	33	reduce	reduce	VERB
ajceb-6964	71	34	the	the	DET
ajceb-6964	71	35	level	level	NOUN
ajceb-6964	71	36	of	of	ADP
ajceb-6964	71	37	corruption	corruption	NOUN
ajceb-6964	71	38	in	in	ADP
ajceb-6964	71	39	the	the	DET
ajceb-6964	71	40	acquisition	acquisition	NOUN
ajceb-6964	71	41	of	of	ADP
ajceb-6964	71	42	goods	good	NOUN
ajceb-6964	71	43	,	,	PUNCT
ajceb-6964	71	44	services	service	NOUN
ajceb-6964	71	45	,	,	PUNCT
ajceb-6964	71	46	and	and	CCONJ
ajceb-6964	71	47	works	work	VERB
ajceb-6964	71	48	by	by	ADP
ajceb-6964	71	49	governments	government	NOUN
ajceb-6964	71	50	,	,	PUNCT
ajceb-6964	71	51	while	while	SCONJ
ajceb-6964	71	52	evidence	evidence	NOUN
ajceb-6964	71	53	from	from	ADP
ajceb-6964	71	54	malaysia	malaysia	PROPN
ajceb-6964	71	55	shows	show	VERB
ajceb-6964	71	56	that	that	SCONJ
ajceb-6964	71	57	the	the	DET
ajceb-6964	71	58	use	use	NOUN
ajceb-6964	71	59	of	of	ADP
ajceb-6964	71	60	online	online	ADJ
ajceb-6964	71	61	tendering	tendering	NOUN
ajceb-6964	71	62	system	system	NOUN
ajceb-6964	71	63	had	have	AUX
ajceb-6964	71	64	helped	help	VERB
ajceb-6964	71	65	to	to	PART
ajceb-6964	71	66	reduce	reduce	VERB
ajceb-6964	71	67	the	the	DET
ajceb-6964	71	68	level	level	NOUN
ajceb-6964	71	69	of	of	ADP
ajceb-6964	71	70	corruption	corruption	NOUN
ajceb-6964	71	71	in	in	ADP
ajceb-6964	71	72	construction	construction	NOUN
ajceb-6964	71	73	project	project	NOUN
ajceb-6964	71	74	delivery	delivery	NOUN
ajceb-6964	71	75	in	in	ADP
ajceb-6964	71	76	that	that	DET
ajceb-6964	71	77	country	country	NOUN
ajceb-6964	71	78	(	(	PUNCT
ajceb-6964	71	79	zakaria	zakaria	PROPN
ajceb-6964	71	80	,	,	PUNCT
ajceb-6964	71	81	et	et	PROPN
ajceb-6964	71	82	al	al	PROPN
ajceb-6964	71	83	.	.	PROPN
ajceb-6964	71	84	,	,	PUNCT
ajceb-6964	71	85	2014	2014	NUM
ajceb-6964	71	86	)	)	PUNCT
ajceb-6964	71	87	.	.	PUNCT
ajceb-6964	72	1	from	from	ADP
ajceb-6964	72	2	the	the	DET
ajceb-6964	72	3	review	review	NOUN
ajceb-6964	72	4	of	of	ADP
ajceb-6964	72	5	the	the	DET
ajceb-6964	72	6	existing	exist	VERB
ajceb-6964	72	7	literature	literature	NOUN
ajceb-6964	72	8	,	,	PUNCT
ajceb-6964	72	9	some	some	DET
ajceb-6964	72	10	anti	anti	ADJ
ajceb-6964	72	11	-	-	ADJ
ajceb-6964	72	12	corruption	corruption	ADJ
ajceb-6964	72	13	capabilities	capability	NOUN
ajceb-6964	72	14	of	of	ADP
ajceb-6964	72	15	e	e	NOUN
ajceb-6964	72	16	-	-	NOUN
ajceb-6964	72	17	procurement	procurement	NOUN
ajceb-6964	72	18	in	in	ADP
ajceb-6964	72	19	public	public	ADJ
ajceb-6964	72	20	procurement	procurement	NOUN
ajceb-6964	72	21	in	in	ADP
ajceb-6964	72	22	the	the	DET
ajceb-6964	72	23	developing	develop	VERB
ajceb-6964	72	24	countries	country	NOUN
ajceb-6964	72	25	were	be	AUX
ajceb-6964	72	26	identified	identify	VERB
ajceb-6964	72	27	and	and	CCONJ
ajceb-6964	72	28	summarized	summarize	VERB
ajceb-6964	72	29	in	in	ADP
ajceb-6964	72	30	table	table	NOUN
ajceb-6964	72	31	1	1	NUM
ajceb-6964	72	32	.	.	PUNCT
ajceb-6964	72	33	table	table	NOUN
ajceb-6964	72	34	1	1	NUM
ajceb-6964	72	35	anti	anti	ADJ
ajceb-6964	72	36	-	-	ADJ
ajceb-6964	72	37	corruption	corruption	ADJ
ajceb-6964	72	38	capabilities	capability	NOUN
ajceb-6964	72	39	of	of	ADP
ajceb-6964	72	40	e	e	NOUN
ajceb-6964	72	41	-	-	NOUN
ajceb-6964	72	42	procurement	procurement	NOUN
ajceb-6964	72	43	in	in	ADP
ajceb-6964	72	44	public	public	ADJ
ajceb-6964	72	45	procurement	procurement	NOUN
ajceb-6964	72	46	s	s	PROPN
ajceb-6964	72	47	/	/	SYM
ajceb-6964	72	48	n	n	CCONJ
ajceb-6964	72	49	anti	anti	ADJ
ajceb-6964	72	50	-	-	ADJ
ajceb-6964	72	51	corruption	corruption	ADJ
ajceb-6964	72	52	factors	factor	NOUN
ajceb-6964	72	53	sources	source	NOUN
ajceb-6964	72	54	1	1	NUM
ajceb-6964	72	55	prevents	prevent	VERB
ajceb-6964	72	56	maverick	maverick	NOUN
ajceb-6964	72	57	buying/	buying/	VERB
ajceb-6964	72	58	unnecessary	unnecessary	ADJ
ajceb-6964	72	59	projects	project	NOUN
ajceb-6964	72	60	neupane	neupane	ADJ
ajceb-6964	72	61	,	,	PUNCT
ajceb-6964	72	62	soar	soar	PROPN
ajceb-6964	72	63	and	and	CCONJ
ajceb-6964	72	64	vaidya	vaidya	PROPN
ajceb-6964	72	65	2012	2012	NUM
ajceb-6964	72	66	2	2	NUM
ajceb-6964	72	67	access	access	NOUN
ajceb-6964	72	68	to	to	ADP
ajceb-6964	72	69	procurement	procurement	NOUN
ajceb-6964	72	70	information	information	NOUN
ajceb-6964	72	71	on	on	ADP
ajceb-6964	72	72	real	real	ADJ
ajceb-6964	72	73	time	time	NOUN
ajceb-6964	72	74	basis	basis	NOUN
ajceb-6964	72	75	or	or	CCONJ
ajceb-6964	72	76	real	real	ADJ
ajceb-6964	72	77	time	time	NOUN
ajceb-6964	72	78	bidding	bid	VERB
ajceb-6964	72	79	adebiyi	adebiyi	NOUN
ajceb-6964	72	80	,	,	PUNCT
ajceb-6964	72	81	ayo	ayo	NOUN
ajceb-6964	72	82	and	and	CCONJ
ajceb-6964	72	83	adebiyi	adebiyi	NOUN
ajceb-6964	72	84	,	,	PUNCT
ajceb-6964	72	85	2010	2010	NUM
ajceb-6964	72	86	;	;	PUNCT
ajceb-6964	72	87	neupane	neupane	ADJ
ajceb-6964	72	88	,	,	PUNCT
ajceb-6964	72	89	soar	soar	PROPN
ajceb-6964	72	90	and	and	CCONJ
ajceb-6964	72	91	vaidya	vaidya	PROPN
ajceb-6964	72	92	2012	2012	NUM
ajceb-6964	72	93	;	;	PUNCT
ajceb-6964	72	94	ibem	ibem	NOUN
ajceb-6964	72	95	and	and	CCONJ
ajceb-6964	72	96	laryea	laryea	NOUN
ajceb-6964	72	97	,	,	PUNCT
ajceb-6964	72	98	2015	2015	NUM
ajceb-6964	72	99	egidario	egidario	NOUN
ajceb-6964	72	100	et	et	PROPN
ajceb-6964	72	101	al	al	PROPN
ajceb-6964	72	102	construction	construction	PROPN
ajceb-6964	72	103	economics	economic	NOUN
ajceb-6964	72	104	and	and	CCONJ
ajceb-6964	72	105	building	building	NOUN
ajceb-6964	72	106	,	,	PUNCT
ajceb-6964	72	107	vol	vol	NOUN
ajceb-6964	72	108	.	.	PROPN
ajceb-6964	72	109	20	20	NUM
ajceb-6964	72	110	,	,	PUNCT
ajceb-6964	72	111	no	no	INTJ
ajceb-6964	72	112	.	.	NOUN
ajceb-6964	72	113	1	1	NUM
ajceb-6964	72	114	,	,	PUNCT
ajceb-6964	72	115	march	march	PROPN
ajceb-6964	72	116	202060	202060	NUM
ajceb-6964	72	117	s	s	NOUN
ajceb-6964	72	118	/	/	SYM
ajceb-6964	72	119	n	n	CCONJ
ajceb-6964	72	120	anti	anti	ADJ
ajceb-6964	72	121	-	-	ADJ
ajceb-6964	72	122	corruption	corruption	ADJ
ajceb-6964	72	123	factors	factor	NOUN
ajceb-6964	72	124	sources	source	NOUN
ajceb-6964	72	125	3	3	NUM
ajceb-6964	72	126	automation	automation	NOUN
ajceb-6964	72	127	of	of	ADP
ajceb-6964	72	128	procurement	procurement	NOUN
ajceb-6964	72	129	process	process	NOUN
ajceb-6964	72	130	sohail	sohail	PROPN
ajceb-6964	72	131	and	and	CCONJ
ajceb-6964	72	132	cavill	cavill	PROPN
ajceb-6964	72	133	,	,	PUNCT
ajceb-6964	72	134	2008	2008	NUM
ajceb-6964	72	135	;	;	PUNCT
ajceb-6964	73	1	oecd	oecd	PROPN
ajceb-6964	73	2	,	,	PUNCT
ajceb-6964	73	3	2016	2016	NUM
ajceb-6964	73	4	;	;	PUNCT
ajceb-6964	73	5	neupane	neupane	ADJ
ajceb-6964	73	6	,	,	PUNCT
ajceb-6964	73	7	soar	soar	PROPN
ajceb-6964	73	8	and	and	CCONJ
ajceb-6964	73	9	vaidya	vaidya	PROPN
ajceb-6964	73	10	2012	2012	NUM
ajceb-6964	73	11	;	;	PUNCT
ajceb-6964	73	12	4	4	NUM
ajceb-6964	73	13	increase	increase	NOUN
ajceb-6964	73	14	competition	competition	NOUN
ajceb-6964	73	15	among	among	ADP
ajceb-6964	73	16	the	the	DET
ajceb-6964	73	17	bidders	bidder	NOUN
ajceb-6964	73	18	/	/	SYM
ajceb-6964	73	19	suppliers	supplier	NOUN
ajceb-6964	73	20	/vendors	/vendors	SYM
ajceb-6964	73	21	hanna	hanna	PROPN
ajceb-6964	73	22	,	,	PUNCT
ajceb-6964	73	23	2010	2010	NUM
ajceb-6964	73	24	;	;	PUNCT
ajceb-6964	73	25	oecd	oecd	PROPN
ajceb-6964	73	26	,	,	PUNCT
ajceb-6964	73	27	2016	2016	NUM
ajceb-6964	73	28	5	5	NUM
ajceb-6964	73	29	reduction	reduction	NOUN
ajceb-6964	73	30	in	in	ADP
ajceb-6964	73	31	the	the	DET
ajceb-6964	73	32	levels	level	NOUN
ajceb-6964	73	33	of	of	ADP
ajceb-6964	73	34	human	human	ADJ
ajceb-6964	73	35	interactions	interaction	NOUN
ajceb-6964	73	36	in	in	ADP
ajceb-6964	73	37	the	the	DET
ajceb-6964	73	38	bidding	bidding	NOUN
ajceb-6964	73	39	process	process	NOUN
ajceb-6964	73	40	sohail	sohail	PROPN
ajceb-6964	73	41	and	and	CCONJ
ajceb-6964	73	42	cavill	cavill	PROPN
ajceb-6964	73	43	,	,	PUNCT
ajceb-6964	73	44	2008	2008	NUM
ajceb-6964	73	45	;	;	PUNCT
ajceb-6964	73	46	oecd	oecd	PROPN
ajceb-6964	73	47	,	,	PUNCT
ajceb-6964	73	48	2016	2016	NUM
ajceb-6964	73	49	;	;	PUNCT
ajceb-6964	73	50	world	world	NOUN
ajceb-6964	73	51	economic	economic	PROPN
ajceb-6964	73	52	forum	forum	PROPN
ajceb-6964	73	53	,	,	PUNCT
ajceb-6964	73	54	2016	2016	NUM
ajceb-6964	73	55	;	;	PUNCT
ajceb-6964	73	56	6	6	NUM
ajceb-6964	73	57	standardization	standardization	NOUN
ajceb-6964	73	58	of	of	ADP
ajceb-6964	73	59	procurement	procurement	NOUN
ajceb-6964	73	60	information	information	NOUN
ajceb-6964	73	61	neupane	neupane	PROPN
ajceb-6964	73	62	,	,	PUNCT
ajceb-6964	73	63	soar	soar	PROPN
ajceb-6964	73	64	and	and	CCONJ
ajceb-6964	73	65	vaidya	vaidya	PROPN
ajceb-6964	73	66	2012	2012	NUM
ajceb-6964	73	67	7	7	NUM
ajceb-6964	73	68	monitoring	monitoring	NOUN
ajceb-6964	73	69	and	and	CCONJ
ajceb-6964	73	70	tracking	track	VERB
ajceb-6964	73	71	audit	audit	NOUN
ajceb-6964	73	72	trail	trail	NOUN
ajceb-6964	73	73	vaidya	vaidya	PROPN
ajceb-6964	73	74	,	,	PUNCT
ajceb-6964	73	75	2007	2007	NUM
ajceb-6964	73	76	;	;	PUNCT
ajceb-6964	73	77	aman	aman	NOUN
ajceb-6964	73	78	and	and	CCONJ
ajceb-6964	73	79	kasimin	kasimin	PROPN
ajceb-6964	73	80	,	,	PUNCT
ajceb-6964	73	81	2011	2011	NUM
ajceb-6964	73	82	;	;	PUNCT
ajceb-6964	73	83	world	world	NOUN
ajceb-6964	73	84	economic	economic	PROPN
ajceb-6964	73	85	forum	forum	PROPN
ajceb-6964	73	86	,	,	PUNCT
ajceb-6964	73	87	2016	2016	NUM
ajceb-6964	73	88	;	;	PUNCT
ajceb-6964	73	89	8	8	NUM
ajceb-6964	73	90	efficient	efficient	ADJ
ajceb-6964	73	91	and	and	CCONJ
ajceb-6964	73	92	secured	secure	VERB
ajceb-6964	73	93	online	online	ADJ
ajceb-6964	73	94	exchange	exchange	NOUN
ajceb-6964	73	95	of	of	ADP
ajceb-6964	73	96	procurement	procurement	NOUN
ajceb-6964	73	97	information	information	NOUN
ajceb-6964	73	98	hanna	hanna	NOUN
ajceb-6964	73	99	,	,	PUNCT
ajceb-6964	73	100	2010	2010	NUM
ajceb-6964	73	101	;	;	PUNCT
ajceb-6964	73	102	adebiyi	adebiyi	NOUN
ajceb-6964	73	103	,	,	PUNCT
ajceb-6964	73	104	ayo	ayo	NOUN
ajceb-6964	73	105	and	and	CCONJ
ajceb-6964	73	106	adebiyi	adebiyi	NOUN
ajceb-6964	73	107	,	,	PUNCT
ajceb-6964	73	108	2010	2010	NUM
ajceb-6964	73	109	;	;	PUNCT
ajceb-6964	73	110	neupane	neupane	ADJ
ajceb-6964	73	111	,	,	PUNCT
ajceb-6964	73	112	soar	soar	PROPN
ajceb-6964	73	113	and	and	CCONJ
ajceb-6964	73	114	vaidya	vaidya	PROPN
ajceb-6964	73	115	2012	2012	NUM
ajceb-6964	73	116	9	9	NUM
ajceb-6964	73	117	managerial	managerial	ADJ
ajceb-6964	73	118	control	control	NOUN
ajceb-6964	73	119	and	and	CCONJ
ajceb-6964	73	120	collaboration	collaboration	NOUN
ajceb-6964	73	121	neupane	neupane	NOUN
ajceb-6964	73	122	,	,	PUNCT
ajceb-6964	73	123	soar	soar	PROPN
ajceb-6964	73	124	and	and	CCONJ
ajceb-6964	73	125	vaidya	vaidya	PROPN
ajceb-6964	73	126	2012	2012	NUM
ajceb-6964	73	127	;	;	PUNCT
ajceb-6964	73	128	10	10	NUM
ajceb-6964	73	129	transparency	transparency	NOUN
ajceb-6964	73	130	and	and	CCONJ
ajceb-6964	73	131	accountability	accountability	NOUN
ajceb-6964	73	132	sohail	sohail	NOUN
ajceb-6964	73	133	and	and	CCONJ
ajceb-6964	73	134	cavill	cavill	PROPN
ajceb-6964	73	135	,	,	PUNCT
ajceb-6964	73	136	2008	2008	NUM
ajceb-6964	73	137	;	;	PUNCT
ajceb-6964	73	138	pathak	pathak	PROPN
ajceb-6964	73	139	et	et	PROPN
ajceb-6964	73	140	al	al	PROPN
ajceb-6964	73	141	.	.	PROPN
ajceb-6964	73	142	,	,	PUNCT
ajceb-6964	73	143	2009	2009	NUM
ajceb-6964	73	144	;	;	PUNCT
ajceb-6964	73	145	neupane	neupane	ADJ
ajceb-6964	73	146	,	,	PUNCT
ajceb-6964	73	147	soar	soar	PROPN
ajceb-6964	73	148	and	and	CCONJ
ajceb-6964	73	149	vaidya	vaidya	PROPN
ajceb-6964	73	150	2012	2012	NUM
ajceb-6964	73	151	;	;	PUNCT
ajceb-6964	73	152	11	11	NUM
ajceb-6964	73	153	easier	easy	ADJ
ajceb-6964	73	154	and	and	CCONJ
ajceb-6964	73	155	faster	fast	ADJ
ajceb-6964	73	156	procurement	procurement	NOUN
ajceb-6964	73	157	process	process	NOUN
ajceb-6964	73	158	hanna	hanna	NOUN
ajceb-6964	73	159	,	,	PUNCT
ajceb-6964	73	160	2010	2010	NUM
ajceb-6964	73	161	,	,	PUNCT
ajceb-6964	73	162	ibem	ibem	NOUN
ajceb-6964	73	163	and	and	CCONJ
ajceb-6964	73	164	laryea	laryea	NOUN
ajceb-6964	73	165	,	,	PUNCT
ajceb-6964	73	166	2015	2015	NUM
ajceb-6964	73	167	12	12	NUM
ajceb-6964	73	168	obtain	obtain	VERB
ajceb-6964	73	169	the	the	DET
ajceb-6964	73	170	best	good	ADJ
ajceb-6964	73	171	quality	quality	NOUN
ajceb-6964	73	172	services/	services/	NUM
ajceb-6964	73	173	product	product	NOUN
ajceb-6964	73	174	at	at	ADP
ajceb-6964	73	175	competitive	competitive	ADJ
ajceb-6964	73	176	price	price	NOUN
ajceb-6964	73	177	world	world	NOUN
ajceb-6964	73	178	economic	economic	ADJ
ajceb-6964	73	179	forum	forum	PROPN
ajceb-6964	73	180	13	13	NUM
ajceb-6964	73	181	better	well	ADV
ajceb-6964	73	182	online	online	ADJ
ajceb-6964	73	183	interactions	interaction	NOUN
ajceb-6964	73	184	between	between	ADP
ajceb-6964	73	185	suppliers/	suppliers/	NUM
ajceb-6964	73	186	vendors	vendor	NOUN
ajceb-6964	73	187	adebiyi	adebiyi	NOUN
ajceb-6964	73	188	,	,	PUNCT
ajceb-6964	73	189	ayo	ayo	NOUN
ajceb-6964	73	190	and	and	CCONJ
ajceb-6964	73	191	adebiyi	adebiyi	NOUN
ajceb-6964	73	192	,	,	PUNCT
ajceb-6964	73	193	2010	2010	NUM
ajceb-6964	73	194	14	14	NUM
ajceb-6964	73	195	reduction	reduction	NOUN
ajceb-6964	73	196	of	of	ADP
ajceb-6964	73	197	cartel	cartel	NOUN
ajceb-6964	73	198	formation	formation	NOUN
ajceb-6964	73	199	,	,	PUNCT
ajceb-6964	73	200	collusion	collusion	NOUN
ajceb-6964	73	201	and	and	CCONJ
ajceb-6964	73	202	bid	bid	NOUN
ajceb-6964	73	203	riggings	rigging	NOUN
ajceb-6964	73	204	pathak	pathak	PROPN
ajceb-6964	73	205	et	et	PROPN
ajceb-6964	73	206	al	al	PROPN
ajceb-6964	73	207	.	.	PROPN
ajceb-6964	73	208	,	,	PUNCT
ajceb-6964	73	209	2009	2009	NUM
ajceb-6964	73	210	;	;	PUNCT
ajceb-6964	73	211	15	15	NUM
ajceb-6964	73	212	improvement	improvement	NOUN
ajceb-6964	73	213	of	of	ADP
ajceb-6964	73	214	audit	audit	NOUN
ajceb-6964	73	215	and	and	CCONJ
ajceb-6964	73	216	analysis	analysis	NOUN
ajceb-6964	73	217	gupta	gupta	PROPN
ajceb-6964	73	218	,	,	PUNCT
ajceb-6964	73	219	jha	jha	PROPN
ajceb-6964	73	220	and	and	CCONJ
ajceb-6964	73	221	gupta	gupta	PROPN
ajceb-6964	73	222	,	,	PUNCT
ajceb-6964	73	223	2009	2009	NUM
ajceb-6964	73	224	16	16	NUM
ajceb-6964	73	225	it	it	PRON
ajceb-6964	73	226	involves	involve	VERB
ajceb-6964	73	227	less	less	ADJ
ajceb-6964	73	228	paperwork	paperwork	NOUN
ajceb-6964	73	229	neupane	neupane	NOUN
ajceb-6964	73	230	,	,	PUNCT
ajceb-6964	73	231	soar	soar	PROPN
ajceb-6964	73	232	and	and	CCONJ
ajceb-6964	73	233	vaidya	vaidya	PROPN
ajceb-6964	73	234	2012	2012	NUM
ajceb-6964	73	235	17	17	NUM
ajceb-6964	73	236	good	good	ADJ
ajceb-6964	73	237	inventory	inventory	NOUN
ajceb-6964	73	238	management/	management/	NUM
ajceb-6964	73	239	record	record	NOUN
ajceb-6964	73	240	keeping	keep	VERB
ajceb-6964	73	241	sohail	sohail	PROPN
ajceb-6964	73	242	and	and	CCONJ
ajceb-6964	73	243	cavill	cavill	PROPN
ajceb-6964	73	244	2008	2008	NUM
ajceb-6964	73	245	;	;	PUNCT
ajceb-6964	73	246	aman	aman	NOUN
ajceb-6964	73	247	and	and	CCONJ
ajceb-6964	73	248	kasimin	kasimin	PROPN
ajceb-6964	73	249	,	,	PUNCT
ajceb-6964	73	250	2011	2011	NUM
ajceb-6964	73	251	18	18	NUM
ajceb-6964	73	252	easy	easy	ADJ
ajceb-6964	73	253	and	and	CCONJ
ajceb-6964	73	254	efficient	efficient	ADJ
ajceb-6964	73	255	monitoring	monitoring	NOUN
ajceb-6964	73	256	of	of	ADP
ajceb-6964	73	257	contract	contract	NOUN
ajceb-6964	73	258	execution	execution	NOUN
ajceb-6964	73	259	ibem	ibem	NOUN
ajceb-6964	73	260	and	and	CCONJ
ajceb-6964	73	261	laryea	laryea	NOUN
ajceb-6964	73	262	,	,	PUNCT
ajceb-6964	73	263	2015	2015	NUM
ajceb-6964	73	264	complied	comply	VERB
ajceb-6964	73	265	by	by	ADP
ajceb-6964	73	266	the	the	DET
ajceb-6964	73	267	authors	author	NOUN
ajceb-6964	73	268	it	it	PRON
ajceb-6964	73	269	can	can	AUX
ajceb-6964	73	270	be	be	AUX
ajceb-6964	73	271	seen	see	VERB
ajceb-6964	73	272	from	from	ADP
ajceb-6964	73	273	table	table	NOUN
ajceb-6964	73	274	1	1	NUM
ajceb-6964	73	275	that	that	SCONJ
ajceb-6964	73	276	there	there	PRON
ajceb-6964	73	277	are	be	VERB
ajceb-6964	73	278	several	several	ADJ
ajceb-6964	73	279	anti	anti	ADJ
ajceb-6964	73	280	-	-	ADJ
ajceb-6964	73	281	corruption	corruption	ADJ
ajceb-6964	73	282	capabilities	capability	NOUN
ajceb-6964	73	283	of	of	ADP
ajceb-6964	73	284	e	e	NOUN
ajceb-6964	73	285	-	-	NOUN
ajceb-6964	73	286	procurement	procurement	NOUN
ajceb-6964	73	287	in	in	ADP
ajceb-6964	73	288	the	the	DET
ajceb-6964	73	289	acquisition	acquisition	NOUN
ajceb-6964	73	290	of	of	ADP
ajceb-6964	73	291	works	work	NOUN
ajceb-6964	73	292	,	,	PUNCT
ajceb-6964	73	293	goods	good	NOUN
ajceb-6964	73	294	and	and	CCONJ
ajceb-6964	73	295	services	service	NOUN
ajceb-6964	73	296	.	.	PUNCT
ajceb-6964	74	1	generally	generally	ADV
ajceb-6964	74	2	speaking	speak	VERB
ajceb-6964	74	3	,	,	PUNCT
ajceb-6964	74	4	evidence	evidence	NOUN
ajceb-6964	74	5	in	in	ADP
ajceb-6964	74	6	table	table	NOUN
ajceb-6964	74	7	1	1	NUM
ajceb-6964	74	8	shows	show	VERB
ajceb-6964	74	9	that	that	SCONJ
ajceb-6964	74	10	the	the	DET
ajceb-6964	74	11	anti	anti	ADJ
ajceb-6964	74	12	-	-	ADJ
ajceb-6964	74	13	corruption	corruption	ADJ
ajceb-6964	74	14	capabilities	capability	NOUN
ajceb-6964	74	15	of	of	ADP
ajceb-6964	74	16	e	e	NOUN
ajceb-6964	74	17	-	-	NOUN
ajceb-6964	74	18	procurement	procurement	NOUN
ajceb-6964	74	19	are	be	AUX
ajceb-6964	74	20	linked	link	VERB
ajceb-6964	74	21	to	to	ADP
ajceb-6964	74	22	the	the	DET
ajceb-6964	74	23	automation	automation	NOUN
ajceb-6964	74	24	of	of	ADP
ajceb-6964	74	25	procurement	procurement	NOUN
ajceb-6964	74	26	process	process	NOUN
ajceb-6964	74	27	and	and	CCONJ
ajceb-6964	74	28	activities	activity	NOUN
ajceb-6964	74	29	,	,	PUNCT
ajceb-6964	74	30	which	which	PRON
ajceb-6964	74	31	results	result	VERB
ajceb-6964	74	32	to	to	ADP
ajceb-6964	74	33	transparency	transparency	NOUN
ajceb-6964	74	34	and	and	CCONJ
ajceb-6964	74	35	accountability	accountability	NOUN
ajceb-6964	74	36	,	,	PUNCT
ajceb-6964	74	37	prompt	prompt	ADJ
ajceb-6964	74	38	access	access	NOUN
ajceb-6964	74	39	to	to	ADP
ajceb-6964	74	40	information	information	NOUN
ajceb-6964	74	41	and	and	CCONJ
ajceb-6964	74	42	reduction	reduction	NOUN
ajceb-6964	74	43	in	in	ADP
ajceb-6964	74	44	the	the	DET
ajceb-6964	74	45	level	level	NOUN
ajceb-6964	74	46	of	of	ADP
ajceb-6964	74	47	face	face	NOUN
ajceb-6964	74	48	-	-	PUNCT
ajceb-6964	74	49	to	to	ADP
ajceb-6964	74	50	-	-	PUNCT
ajceb-6964	74	51	face	face	NOUN
ajceb-6964	74	52	interactions	interaction	NOUN
ajceb-6964	74	53	in	in	ADP
ajceb-6964	74	54	the	the	DET
ajceb-6964	74	55	procurement	procurement	NOUN
ajceb-6964	74	56	of	of	ADP
ajceb-6964	74	57	goods	good	NOUN
ajceb-6964	74	58	,	,	PUNCT
ajceb-6964	74	59	works	work	NOUN
ajceb-6964	74	60	and	and	CCONJ
ajceb-6964	74	61	services	service	NOUN
ajceb-6964	74	62	.	.	PUNCT
ajceb-6964	75	1	table	table	NOUN
ajceb-6964	75	2	1	1	NUM
ajceb-6964	75	3	continued	continue	VERB
ajceb-6964	75	4	exploring	explore	VERB
ajceb-6964	75	5	anti	anti	ADJ
ajceb-6964	75	6	-	-	ADJ
ajceb-6964	75	7	corruption	corruption	ADJ
ajceb-6964	75	8	capabilities	capability	NOUN
ajceb-6964	75	9	of	of	ADP
ajceb-6964	75	10	e	e	NOUN
ajceb-6964	75	11	-	-	NOUN
ajceb-6964	75	12	procurement	procurement	NOUN
ajceb-6964	75	13	in	in	ADP
ajceb-6964	75	14	construction	construction	NOUN
ajceb-6964	75	15	project	project	NOUN
ajceb-6964	75	16	delivery	delivery	NOUN
ajceb-6964	75	17	in	in	ADP
ajceb-6964	75	18	nigeria	nigeria	PROPN
ajceb-6964	75	19	construction	construction	NOUN
ajceb-6964	75	20	economics	economic	NOUN
ajceb-6964	75	21	and	and	CCONJ
ajceb-6964	75	22	building	building	NOUN
ajceb-6964	75	23	,	,	PUNCT
ajceb-6964	75	24	vol	vol	NOUN
ajceb-6964	75	25	.	.	PROPN
ajceb-6964	75	26	20	20	NUM
ajceb-6964	75	27	,	,	PUNCT
ajceb-6964	75	28	no	no	INTJ
ajceb-6964	75	29	.	.	NOUN
ajceb-6964	75	30	1	1	NUM
ajceb-6964	75	31	,	,	PUNCT
ajceb-6964	75	32	march	march	PROPN
ajceb-6964	75	33	202061	202061	NUM
ajceb-6964	75	34	research	research	NOUN
ajceb-6964	75	35	methods	method	NOUN
ajceb-6964	75	36	the	the	DET
ajceb-6964	75	37	data	datum	NOUN
ajceb-6964	75	38	used	use	VERB
ajceb-6964	75	39	in	in	ADP
ajceb-6964	75	40	this	this	DET
ajceb-6964	75	41	paper	paper	NOUN
ajceb-6964	75	42	are	be	AUX
ajceb-6964	75	43	part	part	NOUN
ajceb-6964	75	44	of	of	ADP
ajceb-6964	75	45	a	a	DET
ajceb-6964	75	46	larger	large	ADJ
ajceb-6964	75	47	survey	survey	NOUN
ajceb-6964	75	48	of	of	ADP
ajceb-6964	75	49	consulting	consult	VERB
ajceb-6964	75	50	and	and	CCONJ
ajceb-6964	75	51	contracting	contracting	NOUN
ajceb-6964	75	52	firms	firm	NOUN
ajceb-6964	75	53	,	,	PUNCT
ajceb-6964	75	54	private	private	ADJ
ajceb-6964	75	55	and	and	CCONJ
ajceb-6964	75	56	public	public	ADJ
ajceb-6964	75	57	sectors	sector	NOUN
ajceb-6964	75	58	clients	client	NOUN
ajceb-6964	75	59	’	’	PART
ajceb-6964	75	60	organisations	organisation	NOUN
ajceb-6964	75	61	and	and	CCONJ
ajceb-6964	75	62	building	building	NOUN
ajceb-6964	75	63	materials	material	NOUN
ajceb-6964	75	64	suppliers	supplier	NOUN
ajceb-6964	75	65	/	/	SYM
ajceb-6964	75	66	vendors	vendor	NOUN
ajceb-6964	75	67	involved	involve	VERB
ajceb-6964	75	68	in	in	ADP
ajceb-6964	75	69	the	the	DET
ajceb-6964	75	70	different	different	ADJ
ajceb-6964	75	71	aspects	aspect	NOUN
ajceb-6964	75	72	of	of	ADP
ajceb-6964	75	73	construction	construction	NOUN
ajceb-6964	75	74	project	project	NOUN
ajceb-6964	75	75	delivery	delivery	NOUN
ajceb-6964	75	76	in	in	ADP
ajceb-6964	75	77	nigeria	nigeria	PROPN
ajceb-6964	75	78	.	.	PUNCT
ajceb-6964	76	1	the	the	DET
ajceb-6964	76	2	research	research	NOUN
ajceb-6964	76	3	design	design	NOUN
ajceb-6964	76	4	was	be	AUX
ajceb-6964	76	5	survey	survey	NOUN
ajceb-6964	76	6	and	and	CCONJ
ajceb-6964	76	7	the	the	DET
ajceb-6964	76	8	quantity	quantity	NOUN
ajceb-6964	76	9	research	research	NOUN
ajceb-6964	76	10	approach	approach	NOUN
ajceb-6964	76	11	was	be	AUX
ajceb-6964	76	12	adopted	adopt	VERB
ajceb-6964	76	13	.	.	PUNCT
ajceb-6964	77	1	the	the	DET
ajceb-6964	77	2	choice	choice	NOUN
ajceb-6964	77	3	of	of	ADP
ajceb-6964	77	4	survey	survey	NOUN
ajceb-6964	77	5	and	and	CCONJ
ajceb-6964	77	6	quantitative	quantitative	ADJ
ajceb-6964	77	7	research	research	NOUN
ajceb-6964	77	8	approach	approach	NOUN
ajceb-6964	77	9	was	be	AUX
ajceb-6964	77	10	based	base	VERB
ajceb-6964	77	11	on	on	ADP
ajceb-6964	77	12	the	the	DET
ajceb-6964	77	13	research	research	NOUN
ajceb-6964	77	14	questions	question	NOUN
ajceb-6964	77	15	that	that	PRON
ajceb-6964	77	16	guided	guide	VERB
ajceb-6964	77	17	the	the	DET
ajceb-6964	77	18	study	study	NOUN
ajceb-6964	77	19	and	and	CCONJ
ajceb-6964	77	20	the	the	DET
ajceb-6964	77	21	fact	fact	NOUN
ajceb-6964	77	22	that	that	SCONJ
ajceb-6964	77	23	most	most	ADJ
ajceb-6964	77	24	of	of	ADP
ajceb-6964	77	25	the	the	DET
ajceb-6964	77	26	previous	previous	ADJ
ajceb-6964	77	27	studies	study	NOUN
ajceb-6964	77	28	reviewed	review	VERB
ajceb-6964	77	29	here	here	ADV
ajceb-6964	77	30	and	and	CCONJ
ajceb-6964	77	31	cited	cite	VERB
ajceb-6964	77	32	in	in	ADP
ajceb-6964	77	33	table	table	NOUN
ajceb-6964	77	34	1	1	NUM
ajceb-6964	77	35	adopted	adopt	VERB
ajceb-6964	77	36	a	a	DET
ajceb-6964	77	37	similar	similar	ADJ
ajceb-6964	77	38	approach	approach	NOUN
ajceb-6964	77	39	.	.	PUNCT
ajceb-6964	78	1	to	to	PART
ajceb-6964	78	2	ensure	ensure	VERB
ajceb-6964	78	3	adequate	adequate	ADJ
ajceb-6964	78	4	coverage	coverage	NOUN
ajceb-6964	78	5	of	of	ADP
ajceb-6964	78	6	the	the	DET
ajceb-6964	78	7	study	study	NOUN
ajceb-6964	78	8	area	area	NOUN
ajceb-6964	78	9	,	,	PUNCT
ajceb-6964	78	10	the	the	DET
ajceb-6964	78	11	research	research	NOUN
ajceb-6964	78	12	drew	draw	VERB
ajceb-6964	78	13	participants	participant	NOUN
ajceb-6964	78	14	from	from	ADP
ajceb-6964	78	15	all	all	DET
ajceb-6964	78	16	the	the	DET
ajceb-6964	78	17	six	six	NUM
ajceb-6964	78	18	geopolitical	geopolitical	ADJ
ajceb-6964	78	19	zones	zone	NOUN
ajceb-6964	78	20	:	:	PUNCT
ajceb-6964	78	21	northcentral	northcentral	ADJ
ajceb-6964	78	22	,	,	PUNCT
ajceb-6964	78	23	northeast	northeast	ADJ
ajceb-6964	78	24	,	,	PUNCT
ajceb-6964	78	25	northwest	northwest	ADJ
ajceb-6964	78	26	,	,	PUNCT
ajceb-6964	78	27	southeast	southeast	ADJ
ajceb-6964	78	28	,	,	PUNCT
ajceb-6964	78	29	southsouth	southsouth	NOUN
ajceb-6964	78	30	,	,	PUNCT
ajceb-6964	78	31	and	and	CCONJ
ajceb-6964	78	32	southeast	southeast	VERB
ajceb-6964	78	33	in	in	ADP
ajceb-6964	78	34	nigeria	nigeria	PROPN
ajceb-6964	78	35	.	.	PUNCT
ajceb-6964	79	1	going	go	VERB
ajceb-6964	79	2	by	by	ADP
ajceb-6964	79	3	the	the	DET
ajceb-6964	79	4	fact	fact	NOUN
ajceb-6964	79	5	that	that	SCONJ
ajceb-6964	79	6	the	the	DET
ajceb-6964	79	7	population	population	NOUN
ajceb-6964	79	8	of	of	ADP
ajceb-6964	79	9	construction	construction	NOUN
ajceb-6964	79	10	industry	industry	NOUN
ajceb-6964	79	11	stakeholders	stakeholder	NOUN
ajceb-6964	79	12	is	be	AUX
ajceb-6964	79	13	huge	huge	ADJ
ajceb-6964	79	14	and	and	CCONJ
ajceb-6964	79	15	there	there	PRON
ajceb-6964	79	16	is	be	VERB
ajceb-6964	79	17	no	no	DET
ajceb-6964	79	18	accurate	accurate	ADJ
ajceb-6964	79	19	record	record	NOUN
ajceb-6964	79	20	on	on	ADP
ajceb-6964	79	21	the	the	DET
ajceb-6964	79	22	users	user	NOUN
ajceb-6964	79	23	of	of	ADP
ajceb-6964	79	24	e	e	NOUN
ajceb-6964	79	25	-	-	NOUN
ajceb-6964	79	26	procurement	procurement	ADJ
ajceb-6964	79	27	technology	technology	NOUN
ajceb-6964	79	28	in	in	ADP
ajceb-6964	79	29	this	this	DET
ajceb-6964	79	30	sector	sector	NOUN
ajceb-6964	79	31	of	of	ADP
ajceb-6964	79	32	the	the	DET
ajceb-6964	79	33	nigerian	nigerian	ADJ
ajceb-6964	79	34	economy	economy	NOUN
ajceb-6964	79	35	,	,	PUNCT
ajceb-6964	79	36	a	a	DET
ajceb-6964	79	37	maximum	maximum	ADJ
ajceb-6964	79	38	variability	variability	NOUN
ajceb-6964	79	39	of	of	ADP
ajceb-6964	79	40	users	user	NOUN
ajceb-6964	79	41	was	be	AUX
ajceb-6964	79	42	assumed	assume	VERB
ajceb-6964	79	43	.	.	PUNCT
ajceb-6964	80	1	therefore	therefore	ADV
ajceb-6964	80	2	,	,	PUNCT
ajceb-6964	80	3	cochran	cochran	NOUN
ajceb-6964	80	4	(	(	PUNCT
ajceb-6964	80	5	1963	1963	NUM
ajceb-6964	80	6	)	)	PUNCT
ajceb-6964	80	7	formula	formula	NOUN
ajceb-6964	80	8	for	for	ADP
ajceb-6964	80	9	infinite	infinite	ADJ
ajceb-6964	80	10	population	population	NOUN
ajceb-6964	80	11	stated	state	VERB
ajceb-6964	80	12	in	in	ADP
ajceb-6964	80	13	equation	equation	NOUN
ajceb-6964	80	14	1	1	NUM
ajceb-6964	80	15	was	be	AUX
ajceb-6964	80	16	used	use	VERB
ajceb-6964	80	17	to	to	PART
ajceb-6964	80	18	determine	determine	VERB
ajceb-6964	80	19	the	the	DET
ajceb-6964	80	20	minimum	minimum	ADJ
ajceb-6964	80	21	sample	sample	NOUN
ajceb-6964	80	22	size	size	NOUN
ajceb-6964	80	23	for	for	ADP
ajceb-6964	80	24	the	the	DET
ajceb-6964	80	25	survey	survey	NOUN
ajceb-6964	80	26	.	.	PUNCT
ajceb-6964	81	1	where	where	SCONJ
ajceb-6964	81	2	n0	n0	PROPN
ajceb-6964	81	3	represents	represent	VERB
ajceb-6964	81	4	the	the	DET
ajceb-6964	81	5	minimum	minimum	ADJ
ajceb-6964	81	6	sample	sample	NOUN
ajceb-6964	81	7	size	size	NOUN
ajceb-6964	81	8	,	,	PUNCT
ajceb-6964	81	9	z	z	PROPN
ajceb-6964	81	10	is	be	AUX
ajceb-6964	81	11	the	the	DET
ajceb-6964	81	12	critical	critical	ADJ
ajceb-6964	81	13	value	value	NOUN
ajceb-6964	81	14	for	for	ADP
ajceb-6964	81	15	95	95	NUM
ajceb-6964	81	16	%	%	NOUN
ajceb-6964	81	17	confidence	confidence	NOUN
ajceb-6964	81	18	level	level	NOUN
ajceb-6964	81	19	,	,	PUNCT
ajceb-6964	81	20	which	which	PRON
ajceb-6964	81	21	in	in	ADP
ajceb-6964	81	22	this	this	DET
ajceb-6964	81	23	case	case	NOUN
ajceb-6964	81	24	is	be	AUX
ajceb-6964	81	25	1.96	1.96	NUM
ajceb-6964	81	26	;	;	PUNCT
ajceb-6964	81	27	p=0.5	p=0.5	NOUN
ajceb-6964	81	28	;	;	PUNCT
ajceb-6964	81	29	q	q	NOUN
ajceb-6964	81	30	=	=	SYM
ajceb-6964	81	31	1−	1−	NUM
ajceb-6964	81	32	p	p	NOUN
ajceb-6964	81	33	and	and	CCONJ
ajceb-6964	81	34	e	e	NOUN
ajceb-6964	81	35	is	be	AUX
ajceb-6964	81	36	the	the	DET
ajceb-6964	81	37	desired	desire	VERB
ajceb-6964	81	38	level	level	NOUN
ajceb-6964	81	39	of	of	ADP
ajceb-6964	81	40	precision	precision	NOUN
ajceb-6964	81	41	in	in	ADP
ajceb-6964	81	42	the	the	DET
ajceb-6964	81	43	estimate	estimate	NOUN
ajceb-6964	81	44	.	.	PUNCT
ajceb-6964	82	1	based	base	VERB
ajceb-6964	82	2	on	on	ADP
ajceb-6964	82	3	the	the	DET
ajceb-6964	82	4	above	above	ADJ
ajceb-6964	82	5	parameters	parameter	NOUN
ajceb-6964	82	6	,	,	PUNCT
ajceb-6964	82	7	the	the	DET
ajceb-6964	82	8	minimum	minimum	ADJ
ajceb-6964	82	9	sample	sample	NOUN
ajceb-6964	82	10	size	size	NOUN
ajceb-6964	82	11	obtained	obtain	VERB
ajceb-6964	82	12	for	for	ADP
ajceb-6964	82	13	the	the	DET
ajceb-6964	82	14	survey	survey	NOUN
ajceb-6964	82	15	was	be	AUX
ajceb-6964	82	16	385	385	NUM
ajceb-6964	82	17	construction	construction	NOUN
ajceb-6964	82	18	stakeholders	stakeholder	NOUN
ajceb-6964	82	19	.	.	PUNCT
ajceb-6964	83	1	the	the	DET
ajceb-6964	83	2	research	research	NOUN
ajceb-6964	83	3	process	process	NOUN
ajceb-6964	83	4	involved	involve	VERB
ajceb-6964	83	5	literature	literature	NOUN
ajceb-6964	83	6	search	search	NOUN
ajceb-6964	83	7	,	,	PUNCT
ajceb-6964	83	8	identification	identification	NOUN
ajceb-6964	83	9	and	and	CCONJ
ajceb-6964	83	10	the	the	DET
ajceb-6964	83	11	review	review	NOUN
ajceb-6964	83	12	of	of	ADP
ajceb-6964	83	13	relevant	relevant	ADJ
ajceb-6964	83	14	and	and	CCONJ
ajceb-6964	83	15	current	current	ADJ
ajceb-6964	83	16	literature	literature	NOUN
ajceb-6964	83	17	on	on	ADP
ajceb-6964	83	18	the	the	DET
ajceb-6964	83	19	subject	subject	NOUN
ajceb-6964	83	20	.	.	PUNCT
ajceb-6964	84	1	these	these	PRON
ajceb-6964	84	2	helped	help	VERB
ajceb-6964	84	3	in	in	ADP
ajceb-6964	84	4	identifying	identify	VERB
ajceb-6964	84	5	the	the	DET
ajceb-6964	84	6	gap	gap	NOUN
ajceb-6964	84	7	this	this	DET
ajceb-6964	84	8	research	research	NOUN
ajceb-6964	84	9	attempted	attempt	VERB
ajceb-6964	84	10	to	to	PART
ajceb-6964	84	11	fill	fill	VERB
ajceb-6964	84	12	and	and	CCONJ
ajceb-6964	84	13	in	in	ADP
ajceb-6964	84	14	designing	design	VERB
ajceb-6964	84	15	the	the	DET
ajceb-6964	84	16	questionnaire	questionnaire	NOUN
ajceb-6964	84	17	used	use	VERB
ajceb-6964	84	18	in	in	ADP
ajceb-6964	84	19	the	the	DET
ajceb-6964	84	20	survey	survey	NOUN
ajceb-6964	84	21	.	.	PUNCT
ajceb-6964	85	1	the	the	DET
ajceb-6964	85	2	questions	question	NOUN
ajceb-6964	85	3	in	in	ADP
ajceb-6964	85	4	the	the	DET
ajceb-6964	85	5	questionnaire	questionnaire	NOUN
ajceb-6964	85	6	were	be	AUX
ajceb-6964	85	7	grouped	group	VERB
ajceb-6964	85	8	into	into	ADP
ajceb-6964	85	9	five	five	NUM
ajceb-6964	85	10	distinct	distinct	ADJ
ajceb-6964	85	11	sections	section	NOUN
ajceb-6964	85	12	a	a	PRON
ajceb-6964	85	13	to	to	ADP
ajceb-6964	85	14	e.	e.	PROPN
ajceb-6964	85	15	however	however	ADV
ajceb-6964	85	16	,	,	PUNCT
ajceb-6964	85	17	based	base	VERB
ajceb-6964	85	18	on	on	ADP
ajceb-6964	85	19	the	the	DET
ajceb-6964	85	20	research	research	NOUN
ajceb-6964	85	21	questions	question	NOUN
ajceb-6964	85	22	stated	state	VERB
ajceb-6964	85	23	in	in	ADP
ajceb-6964	85	24	this	this	DET
ajceb-6964	85	25	paper	paper	NOUN
ajceb-6964	85	26	,	,	PUNCT
ajceb-6964	85	27	the	the	DET
ajceb-6964	85	28	data	datum	NOUN
ajceb-6964	85	29	used	use	VERB
ajceb-6964	85	30	were	be	AUX
ajceb-6964	85	31	derived	derive	VERB
ajceb-6964	85	32	from	from	ADP
ajceb-6964	85	33	questions	question	NOUN
ajceb-6964	85	34	in	in	ADP
ajceb-6964	85	35	sections	section	NOUN
ajceb-6964	85	36	a	a	PRON
ajceb-6964	85	37	and	and	CCONJ
ajceb-6964	85	38	e	e	NOUN
ajceb-6964	85	39	of	of	ADP
ajceb-6964	85	40	the	the	DET
ajceb-6964	85	41	questionnaire	questionnaire	NOUN
ajceb-6964	85	42	.	.	PUNCT
ajceb-6964	86	1	specifically	specifically	ADV
ajceb-6964	86	2	,	,	PUNCT
ajceb-6964	86	3	questions	question	NOUN
ajceb-6964	86	4	in	in	ADP
ajceb-6964	86	5	section	section	NOUN
ajceb-6964	86	6	a	a	PRON
ajceb-6964	86	7	were	be	AUX
ajceb-6964	86	8	mainly	mainly	ADV
ajceb-6964	86	9	used	use	VERB
ajceb-6964	86	10	to	to	PART
ajceb-6964	86	11	extract	extract	VERB
ajceb-6964	86	12	data	datum	NOUN
ajceb-6964	86	13	from	from	ADP
ajceb-6964	86	14	the	the	DET
ajceb-6964	86	15	participants	participant	NOUN
ajceb-6964	86	16	who	who	PRON
ajceb-6964	86	17	indicated	indicate	VERB
ajceb-6964	86	18	that	that	SCONJ
ajceb-6964	86	19	they	they	PRON
ajceb-6964	86	20	have	have	AUX
ajceb-6964	86	21	used	use	VERB
ajceb-6964	86	22	and	and	CCONJ
ajceb-6964	86	23	are	be	AUX
ajceb-6964	86	24	still	still	ADV
ajceb-6964	86	25	using	use	VERB
ajceb-6964	86	26	e	e	NOUN
ajceb-6964	86	27	-	-	NOUN
ajceb-6964	86	28	procurement	procurement	ADJ
ajceb-6964	86	29	technology	technology	NOUN
ajceb-6964	86	30	to	to	PART
ajceb-6964	86	31	execute	execute	VERB
ajceb-6964	86	32	the	the	DET
ajceb-6964	86	33	identified	identify	VERB
ajceb-6964	86	34	construction	construction	NOUN
ajceb-6964	86	35	project	project	NOUN
ajceb-6964	86	36	delivery	delivery	NOUN
ajceb-6964	86	37	activities	activity	NOUN
ajceb-6964	86	38	.	.	PUNCT
ajceb-6964	87	1	specifically	specifically	ADV
ajceb-6964	87	2	,	,	PUNCT
ajceb-6964	87	3	the	the	DET
ajceb-6964	87	4	key	key	ADJ
ajceb-6964	87	5	e	e	ADJ
ajceb-6964	87	6	-	-	NOUN
ajceb-6964	87	7	procurement	procurement	ADJ
ajceb-6964	87	8	technologies	technology	NOUN
ajceb-6964	87	9	,	,	PUNCT
ajceb-6964	87	10	tools	tool	NOUN
ajceb-6964	87	11	,	,	PUNCT
ajceb-6964	87	12	applications	application	NOUN
ajceb-6964	87	13	investigated	investigate	VERB
ajceb-6964	87	14	in	in	ADP
ajceb-6964	87	15	this	this	DET
ajceb-6964	87	16	research	research	NOUN
ajceb-6964	87	17	are	be	AUX
ajceb-6964	87	18	e	e	NOUN
ajceb-6964	87	19	-	-	NOUN
ajceb-6964	87	20	mail	mail	NOUN
ajceb-6964	87	21	,	,	PUNCT
ajceb-6964	87	22	dropbox	dropbox	PROPN
ajceb-6964	87	23	,	,	PUNCT
ajceb-6964	87	24	building	build	VERB
ajceb-6964	87	25	information	information	NOUN
ajceb-6964	87	26	modelling	modelling	NOUN
ajceb-6964	87	27	(	(	PUNCT
ajceb-6964	87	28	bim	bim	NOUN
ajceb-6964	87	29	)	)	PUNCT
ajceb-6964	87	30	,	,	PUNCT
ajceb-6964	87	31	e	e	NOUN
ajceb-6964	87	32	-	-	NOUN
ajceb-6964	87	33	markets	market	NOUN
ajceb-6964	87	34	,	,	PUNCT
ajceb-6964	87	35	electronic	electronic	ADJ
ajceb-6964	87	36	data	data	NOUN
ajceb-6964	87	37	exchange	exchange	NOUN
ajceb-6964	87	38	(	(	PUNCT
ajceb-6964	87	39	edi	edi	PROPN
ajceb-6964	87	40	)	)	PUNCT
ajceb-6964	87	41	,	,	PUNCT
ajceb-6964	87	42	geographic	geographic	ADJ
ajceb-6964	87	43	information	information	NOUN
ajceb-6964	87	44	system	system	NOUN
ajceb-6964	87	45	(	(	PUNCT
ajceb-6964	87	46	gis	gis	NOUN
ajceb-6964	87	47	)	)	PUNCT
ajceb-6964	87	48	,	,	PUNCT
ajceb-6964	87	49	radio	radio	NOUN
ajceb-6964	87	50	-	-	PUNCT
ajceb-6964	87	51	frequency	frequency	NOUN
ajceb-6964	87	52	identification	identification	NOUN
ajceb-6964	87	53	(	(	PUNCT
ajceb-6964	87	54	rfid	rfid	NOUN
ajceb-6964	87	55	)	)	PUNCT
ajceb-6964	87	56	;	;	PUNCT
ajceb-6964	87	57	project	project	NOUN
ajceb-6964	87	58	management	management	NOUN
ajceb-6964	87	59	software	software	NOUN
ajceb-6964	87	60	packages	package	NOUN
ajceb-6964	87	61	and	and	CCONJ
ajceb-6964	87	62	e	e	NOUN
ajceb-6964	87	63	-	-	ADJ
ajceb-6964	87	64	tendering	tendering	ADJ
ajceb-6964	87	65	systems	system	NOUN
ajceb-6964	87	66	.	.	PUNCT
ajceb-6964	88	1	to	to	PART
ajceb-6964	88	2	identify	identify	VERB
ajceb-6964	88	3	the	the	DET
ajceb-6964	88	4	actual	actual	ADJ
ajceb-6964	88	5	users	user	NOUN
ajceb-6964	88	6	of	of	ADP
ajceb-6964	88	7	e	e	NOUN
ajceb-6964	88	8	-	-	NOUN
ajceb-6964	88	9	procurement	procurement	ADJ
ajceb-6964	88	10	technology	technology	NOUN
ajceb-6964	88	11	,	,	PUNCT
ajceb-6964	88	12	the	the	DET
ajceb-6964	88	13	participants	participant	NOUN
ajceb-6964	88	14	were	be	AUX
ajceb-6964	88	15	firstly	firstly	ADV
ajceb-6964	88	16	requested	request	VERB
ajceb-6964	88	17	to	to	PART
ajceb-6964	88	18	indicate	indicate	VERB
ajceb-6964	88	19	whether	whether	SCONJ
ajceb-6964	88	20	or	or	CCONJ
ajceb-6964	88	21	not	not	PART
ajceb-6964	88	22	their	their	PRON
ajceb-6964	88	23	firms	firm	NOUN
ajceb-6964	88	24	/	/	SYM
ajceb-6964	88	25	organisations	organisation	NOUN
ajceb-6964	88	26	have	have	AUX
ajceb-6964	88	27	been	be	AUX
ajceb-6964	88	28	involved	involve	VERB
ajceb-6964	88	29	in	in	ADP
ajceb-6964	88	30	construction	construction	NOUN
ajceb-6964	88	31	project(s	project(s	PROPN
ajceb-6964	88	32	)	)	PUNCT
ajceb-6964	88	33	where	where	SCONJ
ajceb-6964	88	34	any	any	PRON
ajceb-6964	88	35	of	of	ADP
ajceb-6964	88	36	the	the	DET
ajceb-6964	88	37	identified	identify	VERB
ajceb-6964	88	38	tools	tool	NOUN
ajceb-6964	88	39	,	,	PUNCT
ajceb-6964	88	40	technologies	technology	NOUN
ajceb-6964	88	41	,	,	PUNCT
ajceb-6964	88	42	packages	package	NOUN
ajceb-6964	88	43	was	be	AUX
ajceb-6964	88	44	used	use	VERB
ajceb-6964	88	45	using	use	VERB
ajceb-6964	88	46	yes	yes	INTJ
ajceb-6964	88	47	or	or	CCONJ
ajceb-6964	88	48	no	no	PRON
ajceb-6964	88	49	options	option	NOUN
ajceb-6964	88	50	.	.	PUNCT
ajceb-6964	89	1	they	they	PRON
ajceb-6964	89	2	were	be	AUX
ajceb-6964	89	3	also	also	ADV
ajceb-6964	89	4	asked	ask	VERB
ajceb-6964	89	5	to	to	PART
ajceb-6964	89	6	indicate	indicate	VERB
ajceb-6964	89	7	how	how	SCONJ
ajceb-6964	89	8	long	long	ADV
ajceb-6964	89	9	their	their	PRON
ajceb-6964	89	10	organizations	organization	NOUN
ajceb-6964	89	11	have	have	AUX
ajceb-6964	89	12	been	be	AUX
ajceb-6964	89	13	using	use	VERB
ajceb-6964	89	14	the	the	DET
ajceb-6964	89	15	identified	identify	VERB
ajceb-6964	89	16	e	e	NOUN
ajceb-6964	89	17	-	-	NOUN
ajceb-6964	89	18	procurement	procurement	ADJ
ajceb-6964	89	19	technologies	technology	NOUN
ajceb-6964	89	20	/	/	SYM
ajceb-6964	89	21	tools	tool	NOUN
ajceb-6964	89	22	/	/	SYM
ajceb-6964	89	23	applications	application	NOUN
ajceb-6964	89	24	in	in	ADP
ajceb-6964	89	25	the	the	DET
ajceb-6964	89	26	procurement	procurement	NOUN
ajceb-6964	89	27	of	of	ADP
ajceb-6964	89	28	construction	construction	NOUN
ajceb-6964	89	29	works	work	NOUN
ajceb-6964	89	30	,	,	PUNCT
ajceb-6964	89	31	services	service	NOUN
ajceb-6964	89	32	,	,	PUNCT
ajceb-6964	89	33	materials	material	NOUN
ajceb-6964	89	34	/	/	SYM
ajceb-6964	89	35	equipment	equipment	NOUN
ajceb-6964	89	36	.	.	PUNCT
ajceb-6964	90	1	questions	question	NOUN
ajceb-6964	90	2	in	in	ADP
ajceb-6964	90	3	section	section	NOUN
ajceb-6964	90	4	e	e	NOUN
ajceb-6964	90	5	of	of	ADP
ajceb-6964	90	6	the	the	DET
ajceb-6964	90	7	questionnaire	questionnaire	NOUN
ajceb-6964	90	8	were	be	AUX
ajceb-6964	90	9	used	use	VERB
ajceb-6964	90	10	to	to	PART
ajceb-6964	90	11	assess	assess	VERB
ajceb-6964	90	12	the	the	DET
ajceb-6964	90	13	anti	anti	ADJ
ajceb-6964	90	14	-	-	ADJ
ajceb-6964	90	15	corruption	corruption	ADJ
ajceb-6964	90	16	capabilities	capability	NOUN
ajceb-6964	90	17	in	in	ADP
ajceb-6964	90	18	e	e	NOUN
ajceb-6964	90	19	-	-	NOUN
ajceb-6964	90	20	procurement	procurement	NOUN
ajceb-6964	90	21	in	in	ADP
ajceb-6964	90	22	construction	construction	NOUN
ajceb-6964	90	23	project	project	NOUN
ajceb-6964	90	24	delivery	delivery	NOUN
ajceb-6964	90	25	.	.	PUNCT
ajceb-6964	91	1	specifically	specifically	ADV
ajceb-6964	91	2	,	,	PUNCT
ajceb-6964	91	3	the	the	DET
ajceb-6964	91	4	respondents	respondent	NOUN
ajceb-6964	91	5	were	be	AUX
ajceb-6964	91	6	asked	ask	VERB
ajceb-6964	91	7	to	to	PART
ajceb-6964	91	8	rate	rate	VERB
ajceb-6964	91	9	18	18	NUM
ajceb-6964	91	10	capabilities	capability	NOUN
ajceb-6964	91	11	identified	identify	VERB
ajceb-6964	91	12	in	in	ADP
ajceb-6964	91	13	the	the	DET
ajceb-6964	91	14	published	publish	VERB
ajceb-6964	91	15	literature	literature	NOUN
ajceb-6964	91	16	(	(	PUNCT
ajceb-6964	91	17	sohail	sohail	PROPN
ajceb-6964	91	18	and	and	CCONJ
ajceb-6964	91	19	cavill	cavill	PROPN
ajceb-6964	91	20	,	,	PUNCT
ajceb-6964	91	21	2008	2008	NUM
ajceb-6964	91	22	;	;	PUNCT
ajceb-6964	91	23	neupane	neupane	ADJ
ajceb-6964	91	24	,	,	PUNCT
ajceb-6964	91	25	soar	soar	PROPN
ajceb-6964	91	26	and	and	CCONJ
ajceb-6964	91	27	vaidya	vaidya	PROPN
ajceb-6964	91	28	2012	2012	NUM
ajceb-6964	91	29	;	;	PUNCT
ajceb-6964	91	30	oecd	oecd	PROPN
ajceb-6964	91	31	,	,	PUNCT
ajceb-6964	91	32	2016	2016	NUM
ajceb-6964	91	33	)	)	PUNCT
ajceb-6964	91	34	and	and	CCONJ
ajceb-6964	91	35	presented	present	VERB
ajceb-6964	91	36	in	in	ADP
ajceb-6964	91	37	table	table	NOUN
ajceb-6964	91	38	3	3	NUM
ajceb-6964	91	39	in	in	ADP
ajceb-6964	91	40	order	order	NOUN
ajceb-6964	91	41	of	of	ADP
ajceb-6964	91	42	their	their	PRON
ajceb-6964	91	43	importance	importance	NOUN
ajceb-6964	91	44	in	in	ADP
ajceb-6964	91	45	preventing	prevent	VERB
ajceb-6964	91	46	or	or	CCONJ
ajceb-6964	91	47	reducing	reduce	VERB
ajceb-6964	91	48	corruption	corruption	NOUN
ajceb-6964	91	49	in	in	ADP
ajceb-6964	91	50	construction	construction	NOUN
ajceb-6964	91	51	project	project	NOUN
ajceb-6964	91	52	delivery	delivery	NOUN
ajceb-6964	91	53	based	base	VERB
ajceb-6964	91	54	on	on	ADP
ajceb-6964	91	55	5	5	NUM
ajceb-6964	91	56	-	-	PUNCT
ajceb-6964	91	57	point	point	NOUN
ajceb-6964	91	58	likert	likert	ADJ
ajceb-6964	91	59	type	type	NOUN
ajceb-6964	91	60	scale	scale	NOUN
ajceb-6964	91	61	ranging	range	VERB
ajceb-6964	91	62	from	from	ADP
ajceb-6964	91	63	1=	1=	NUM
ajceb-6964	91	64	no	no	DET
ajceb-6964	91	65	significant	significant	ADJ
ajceb-6964	91	66	importance	importance	NOUN
ajceb-6964	91	67	,	,	PUNCT
ajceb-6964	91	68	2=	2=	NUM
ajceb-6964	91	69	very	very	ADV
ajceb-6964	91	70	little	little	ADJ
ajceb-6964	91	71	importance	importance	NOUN
ajceb-6964	91	72	,	,	PUNCT
ajceb-6964	91	73	3=	3=	NUM
ajceb-6964	91	74	undecided	undecided	ADJ
ajceb-6964	91	75	,	,	PUNCT
ajceb-6964	91	76	4=	4=	NUM
ajceb-6964	91	77	significant	significant	ADJ
ajceb-6964	91	78	importance	importance	NOUN
ajceb-6964	91	79	egidario	egidario	PROPN
ajceb-6964	91	80	et	et	PROPN
ajceb-6964	91	81	al	al	PROPN
ajceb-6964	91	82	construction	construction	PROPN
ajceb-6964	91	83	economics	economic	NOUN
ajceb-6964	91	84	and	and	CCONJ
ajceb-6964	91	85	building	building	NOUN
ajceb-6964	91	86	,	,	PUNCT
ajceb-6964	91	87	vol	vol	NOUN
ajceb-6964	91	88	.	.	PROPN
ajceb-6964	91	89	20	20	NUM
ajceb-6964	91	90	,	,	PUNCT
ajceb-6964	91	91	no	no	INTJ
ajceb-6964	91	92	.	.	NOUN
ajceb-6964	91	93	1	1	NUM
ajceb-6964	91	94	,	,	PUNCT
ajceb-6964	91	95	march	march	PROPN
ajceb-6964	91	96	202062	202062	NUM
ajceb-6964	91	97	to	to	ADP
ajceb-6964	91	98	5	5	NUM
ajceb-6964	91	99	=	=	NUM
ajceb-6964	91	100	most	most	ADV
ajceb-6964	91	101	significant	significant	ADJ
ajceb-6964	91	102	importance	importance	NOUN
ajceb-6964	91	103	.	.	PUNCT
ajceb-6964	92	1	cronbach	cronbach	VERB
ajceb-6964	92	2	alpha	alpha	NOUN
ajceb-6964	92	3	reliability	reliability	NOUN
ajceb-6964	92	4	test	test	NOUN
ajceb-6964	92	5	was	be	AUX
ajceb-6964	92	6	used	use	VERB
ajceb-6964	92	7	to	to	PART
ajceb-6964	92	8	examine	examine	VERB
ajceb-6964	92	9	the	the	DET
ajceb-6964	92	10	reliability	reliability	NOUN
ajceb-6964	92	11	of	of	ADP
ajceb-6964	92	12	this	this	DET
ajceb-6964	92	13	scale	scale	NOUN
ajceb-6964	92	14	of	of	ADP
ajceb-6964	92	15	measurement	measurement	NOUN
ajceb-6964	92	16	and	and	CCONJ
ajceb-6964	92	17	the	the	DET
ajceb-6964	92	18	test	test	NOUN
ajceb-6964	92	19	returned	return	VERB
ajceb-6964	92	20	0.854	0.854	NUM
ajceb-6964	92	21	for	for	ADP
ajceb-6964	92	22	the	the	DET
ajceb-6964	92	23	18	18	NUM
ajceb-6964	92	24	items	item	NOUN
ajceb-6964	92	25	,	,	PUNCT
ajceb-6964	92	26	which	which	PRON
ajceb-6964	92	27	is	be	AUX
ajceb-6964	92	28	more	more	ADJ
ajceb-6964	92	29	than	than	ADP
ajceb-6964	92	30	the	the	DET
ajceb-6964	92	31	recommended	recommend	VERB
ajceb-6964	92	32	0.70	0.70	NUM
ajceb-6964	92	33	in	in	ADP
ajceb-6964	92	34	the	the	DET
ajceb-6964	92	35	literature	literature	NOUN
ajceb-6964	92	36	(	(	PUNCT
ajceb-6964	92	37	see	see	VERB
ajceb-6964	92	38	pallant	pallant	NOUN
ajceb-6964	92	39	,	,	PUNCT
ajceb-6964	92	40	2011	2011	NUM
ajceb-6964	92	41	)	)	PUNCT
ajceb-6964	92	42	.	.	PUNCT
ajceb-6964	93	1	therefore	therefore	ADV
ajceb-6964	93	2	,	,	PUNCT
ajceb-6964	93	3	the	the	DET
ajceb-6964	93	4	scale	scale	NOUN
ajceb-6964	93	5	of	of	ADP
ajceb-6964	93	6	measurement	measurement	NOUN
ajceb-6964	93	7	used	use	VERB
ajceb-6964	93	8	to	to	PART
ajceb-6964	93	9	assess	assess	VERB
ajceb-6964	93	10	the	the	DET
ajceb-6964	93	11	anti	anti	ADJ
ajceb-6964	93	12	-	-	ADJ
ajceb-6964	93	13	corruption	corruption	ADJ
ajceb-6964	93	14	capabilities	capability	NOUN
ajceb-6964	93	15	of	of	ADP
ajceb-6964	93	16	e	e	NOUN
ajceb-6964	93	17	-	-	NOUN
ajceb-6964	93	18	procurement	procurement	NOUN
ajceb-6964	93	19	in	in	ADP
ajceb-6964	93	20	the	the	DET
ajceb-6964	93	21	current	current	ADJ
ajceb-6964	93	22	research	research	NOUN
ajceb-6964	93	23	was	be	AUX
ajceb-6964	93	24	considered	consider	VERB
ajceb-6964	93	25	reliable	reliable	ADJ
ajceb-6964	93	26	.	.	PUNCT
ajceb-6964	94	1	a	a	DET
ajceb-6964	94	2	number	number	NOUN
ajceb-6964	94	3	of	of	ADP
ajceb-6964	94	4	steps	step	NOUN
ajceb-6964	94	5	were	be	AUX
ajceb-6964	94	6	taken	take	VERB
ajceb-6964	94	7	to	to	PART
ajceb-6964	94	8	ensure	ensure	VERB
ajceb-6964	94	9	the	the	DET
ajceb-6964	94	10	validity	validity	NOUN
ajceb-6964	94	11	of	of	ADP
ajceb-6964	94	12	the	the	DET
ajceb-6964	94	13	research	research	NOUN
ajceb-6964	94	14	.	.	PUNCT
ajceb-6964	95	1	first	first	ADV
ajceb-6964	95	2	,	,	PUNCT
ajceb-6964	95	3	internal	internal	ADJ
ajceb-6964	95	4	validity	validity	NOUN
ajceb-6964	95	5	was	be	AUX
ajceb-6964	95	6	achieved	achieve	VERB
ajceb-6964	95	7	through	through	ADP
ajceb-6964	95	8	a	a	DET
ajceb-6964	95	9	nationwide	nationwide	ADJ
ajceb-6964	95	10	survey	survey	NOUN
ajceb-6964	95	11	of	of	ADP
ajceb-6964	95	12	construction	construction	NOUN
ajceb-6964	95	13	industry	industry	NOUN
ajceb-6964	95	14	stakeholders	stakeholder	NOUN
ajceb-6964	95	15	in	in	ADP
ajceb-6964	95	16	nigeria	nigeria	PROPN
ajceb-6964	95	17	and	and	CCONJ
ajceb-6964	95	18	by	by	ADP
ajceb-6964	95	19	subjecting	subject	VERB
ajceb-6964	95	20	the	the	DET
ajceb-6964	95	21	survey	survey	NOUN
ajceb-6964	95	22	data	datum	NOUN
ajceb-6964	95	23	to	to	PART
ajceb-6964	95	24	factor	factor	VERB
ajceb-6964	95	25	analysis	analysis	NOUN
ajceb-6964	95	26	.	.	PUNCT
ajceb-6964	96	1	second	second	ADJ
ajceb-6964	96	2	,	,	PUNCT
ajceb-6964	96	3	external	external	ADJ
ajceb-6964	96	4	validity	validity	NOUN
ajceb-6964	96	5	was	be	AUX
ajceb-6964	96	6	achieved	achieve	VERB
ajceb-6964	96	7	firstly	firstly	ADV
ajceb-6964	96	8	,	,	PUNCT
ajceb-6964	96	9	by	by	ADP
ajceb-6964	96	10	drawing	draw	VERB
ajceb-6964	96	11	sample	sample	NOUN
ajceb-6964	96	12	from	from	ADP
ajceb-6964	96	13	the	the	DET
ajceb-6964	96	14	actual	actual	ADJ
ajceb-6964	96	15	users	user	NOUN
ajceb-6964	96	16	of	of	ADP
ajceb-6964	96	17	e	e	NOUN
ajceb-6964	96	18	-	-	NOUN
ajceb-6964	96	19	procurement	procurement	ADJ
ajceb-6964	96	20	technology	technology	NOUN
ajceb-6964	96	21	in	in	ADP
ajceb-6964	96	22	construction	construction	NOUN
ajceb-6964	96	23	project	project	NOUN
ajceb-6964	96	24	delivery	delivery	NOUN
ajceb-6964	96	25	in	in	ADP
ajceb-6964	96	26	the	the	DET
ajceb-6964	96	27	study	study	NOUN
ajceb-6964	96	28	area	area	NOUN
ajceb-6964	96	29	and	and	CCONJ
ajceb-6964	96	30	secondly	secondly	ADV
ajceb-6964	96	31	,	,	PUNCT
ajceb-6964	96	32	by	by	ADP
ajceb-6964	96	33	distributing	distribute	VERB
ajceb-6964	96	34	2000	2000	NUM
ajceb-6964	96	35	copies	copy	NOUN
ajceb-6964	96	36	of	of	ADP
ajceb-6964	96	37	the	the	DET
ajceb-6964	96	38	questionnaire	questionnaire	NOUN
ajceb-6964	96	39	instead	instead	ADV
ajceb-6964	96	40	of	of	ADP
ajceb-6964	96	41	the	the	DET
ajceb-6964	96	42	calculated	calculate	VERB
ajceb-6964	96	43	sample	sample	NOUN
ajceb-6964	96	44	size	size	NOUN
ajceb-6964	96	45	of	of	ADP
ajceb-6964	96	46	385	385	NUM
ajceb-6964	96	47	.	.	PUNCT
ajceb-6964	97	1	these	these	PRON
ajceb-6964	97	2	was	be	AUX
ajceb-6964	97	3	done	do	VERB
ajceb-6964	97	4	to	to	PART
ajceb-6964	97	5	avoid	avoid	VERB
ajceb-6964	97	6	the	the	DET
ajceb-6964	97	7	effect	effect	NOUN
ajceb-6964	97	8	of	of	ADP
ajceb-6964	97	9	low	low	ADJ
ajceb-6964	97	10	response	response	NOUN
ajceb-6964	97	11	rate	rate	NOUN
ajceb-6964	97	12	and	and	CCONJ
ajceb-6964	97	13	to	to	PART
ajceb-6964	97	14	ensure	ensure	VERB
ajceb-6964	97	15	that	that	SCONJ
ajceb-6964	97	16	the	the	DET
ajceb-6964	97	17	sample	sample	NOUN
ajceb-6964	97	18	is	be	AUX
ajceb-6964	97	19	representative	representative	NOUN
ajceb-6964	97	20	of	of	ADP
ajceb-6964	97	21	the	the	DET
ajceb-6964	97	22	population	population	NOUN
ajceb-6964	97	23	of	of	ADP
ajceb-6964	97	24	actual	actual	ADJ
ajceb-6964	97	25	users	user	NOUN
ajceb-6964	97	26	of	of	ADP
ajceb-6964	97	27	e	e	NOUN
ajceb-6964	97	28	-	-	NOUN
ajceb-6964	97	29	procurement	procurement	NOUN
ajceb-6964	97	30	so	so	SCONJ
ajceb-6964	97	31	that	that	SCONJ
ajceb-6964	97	32	the	the	DET
ajceb-6964	97	33	findings	finding	NOUN
ajceb-6964	97	34	of	of	ADP
ajceb-6964	97	35	this	this	DET
ajceb-6964	97	36	research	research	NOUN
ajceb-6964	97	37	can	can	AUX
ajceb-6964	97	38	be	be	AUX
ajceb-6964	97	39	generalised	generalise	VERB
ajceb-6964	97	40	within	within	ADP
ajceb-6964	97	41	the	the	DET
ajceb-6964	97	42	context	context	NOUN
ajceb-6964	97	43	of	of	ADP
ajceb-6964	97	44	the	the	DET
ajceb-6964	97	45	nigerian	nigerian	ADJ
ajceb-6964	97	46	construction	construction	NOUN
ajceb-6964	97	47	environment	environment	NOUN
ajceb-6964	97	48	.	.	PUNCT
ajceb-6964	98	1	thirdly	thirdly	ADV
ajceb-6964	98	2	,	,	PUNCT
ajceb-6964	98	3	before	before	ADP
ajceb-6964	98	4	the	the	DET
ajceb-6964	98	5	main	main	ADJ
ajceb-6964	98	6	survey	survey	NOUN
ajceb-6964	98	7	,	,	PUNCT
ajceb-6964	98	8	the	the	DET
ajceb-6964	98	9	questionnaire	questionnaire	NOUN
ajceb-6964	98	10	was	be	AUX
ajceb-6964	98	11	pre	pre	VERB
ajceb-6964	98	12	-	-	VERB
ajceb-6964	98	13	tested	test	VERB
ajceb-6964	98	14	in	in	ADP
ajceb-6964	98	15	architectural	architectural	ADJ
ajceb-6964	98	16	,	,	PUNCT
ajceb-6964	98	17	building	build	VERB
ajceb-6964	98	18	construction	construction	NOUN
ajceb-6964	98	19	and	and	CCONJ
ajceb-6964	98	20	quantity	quantity	NOUN
ajceb-6964	98	21	surveying	survey	VERB
ajceb-6964	98	22	firms	firm	NOUN
ajceb-6964	98	23	in	in	ADP
ajceb-6964	98	24	the	the	DET
ajceb-6964	98	25	city	city	NOUN
ajceb-6964	98	26	of	of	ADP
ajceb-6964	98	27	lagos	lagos	PROPN
ajceb-6964	98	28	southwest	southwest	PROPN
ajceb-6964	98	29	nigeria	nigeria	PROPN
ajceb-6964	98	30	and	and	CCONJ
ajceb-6964	98	31	the	the	DET
ajceb-6964	98	32	feedback	feedback	NOUN
ajceb-6964	98	33	was	be	AUX
ajceb-6964	98	34	used	use	VERB
ajceb-6964	98	35	to	to	PART
ajceb-6964	98	36	refine	refine	VERB
ajceb-6964	98	37	the	the	DET
ajceb-6964	98	38	final	final	ADJ
ajceb-6964	98	39	version	version	NOUN
ajceb-6964	98	40	of	of	ADP
ajceb-6964	98	41	questionnaire	questionnaire	NOUN
ajceb-6964	98	42	.	.	PUNCT
ajceb-6964	99	1	a	a	DET
ajceb-6964	99	2	cross	cross	ADJ
ajceb-6964	99	3	-	-	ADJ
ajceb-6964	99	4	sectional	sectional	ADJ
ajceb-6964	99	5	survey	survey	NOUN
ajceb-6964	99	6	involving	involve	VERB
ajceb-6964	99	7	the	the	DET
ajceb-6964	99	8	distribution	distribution	NOUN
ajceb-6964	99	9	of	of	ADP
ajceb-6964	99	10	1750	1750	NUM
ajceb-6964	99	11	hard	hard	ADJ
ajceb-6964	99	12	copies	copy	NOUN
ajceb-6964	99	13	of	of	ADP
ajceb-6964	99	14	questionnaire	questionnaire	NOUN
ajceb-6964	99	15	to	to	PART
ajceb-6964	99	16	randomly	randomly	VERB
ajceb-6964	99	17	selected	select	VERB
ajceb-6964	99	18	participants	participant	NOUN
ajceb-6964	99	19	in	in	ADP
ajceb-6964	99	20	the	the	DET
ajceb-6964	99	21	different	different	ADJ
ajceb-6964	99	22	categories	category	NOUN
ajceb-6964	99	23	of	of	ADP
ajceb-6964	99	24	firms	firm	NOUN
ajceb-6964	99	25	/	/	SYM
ajceb-6964	99	26	organizations	organization	NOUN
ajceb-6964	99	27	identified	identify	VERB
ajceb-6964	99	28	in	in	ADP
ajceb-6964	99	29	the	the	DET
ajceb-6964	99	30	nigerian	nigerian	ADJ
ajceb-6964	99	31	construction	construction	NOUN
ajceb-6964	99	32	environment	environment	NOUN
ajceb-6964	99	33	in	in	ADP
ajceb-6964	99	34	main	main	ADJ
ajceb-6964	99	35	urban	urban	ADJ
ajceb-6964	99	36	centers	center	NOUN
ajceb-6964	99	37	of	of	ADP
ajceb-6964	99	38	kaduna	kaduna	PROPN
ajceb-6964	99	39	(	(	PUNCT
ajceb-6964	99	40	northwest	northwest	PROPN
ajceb-6964	99	41	)	)	PUNCT
ajceb-6964	99	42	,	,	PUNCT
ajceb-6964	99	43	abuja	abuja	PROPN
ajceb-6964	99	44	(	(	PUNCT
ajceb-6964	99	45	northcentral	northcentral	ADJ
ajceb-6964	99	46	)	)	PUNCT
ajceb-6964	99	47	,	,	PUNCT
ajceb-6964	99	48	lagos	lago	NOUN
ajceb-6964	99	49	and	and	CCONJ
ajceb-6964	99	50	ibadan	ibadan	PROPN
ajceb-6964	99	51	(	(	PUNCT
ajceb-6964	99	52	southwest	southwest	NOUN
ajceb-6964	99	53	)	)	PUNCT
ajceb-6964	99	54	,	,	PUNCT
ajceb-6964	99	55	port	port	NOUN
ajceb-6964	99	56	-	-	PUNCT
ajceb-6964	99	57	harcourt	harcourt	PROPN
ajceb-6964	99	58	and	and	CCONJ
ajceb-6964	99	59	uyo	uyo	PROPN
ajceb-6964	99	60	(	(	PUNCT
ajceb-6964	99	61	southsouth	southsouth	NOUN
ajceb-6964	99	62	)	)	PUNCT
ajceb-6964	99	63	and	and	CCONJ
ajceb-6964	99	64	owerri	owerri	PROPN
ajceb-6964	99	65	and	and	CCONJ
ajceb-6964	99	66	enugu	enugu	PROPN
ajceb-6964	99	67	(	(	PUNCT
ajceb-6964	99	68	southeast	southeast	NOUN
ajceb-6964	99	69	)	)	PUNCT
ajceb-6964	99	70	was	be	AUX
ajceb-6964	99	71	used	use	VERB
ajceb-6964	99	72	.	.	PUNCT
ajceb-6964	100	1	however	however	ADV
ajceb-6964	100	2	,	,	PUNCT
ajceb-6964	100	3	due	due	ADP
ajceb-6964	100	4	to	to	ADP
ajceb-6964	100	5	the	the	DET
ajceb-6964	100	6	security	security	NOUN
ajceb-6964	100	7	challenges	challenge	NOUN
ajceb-6964	100	8	in	in	ADP
ajceb-6964	100	9	the	the	DET
ajceb-6964	100	10	northeast	northeast	ADJ
ajceb-6964	100	11	zone	zone	NOUN
ajceb-6964	100	12	of	of	ADP
ajceb-6964	100	13	the	the	DET
ajceb-6964	100	14	country	country	NOUN
ajceb-6964	100	15	and	and	CCONJ
ajceb-6964	100	16	the	the	DET
ajceb-6964	100	17	inability	inability	NOUN
ajceb-6964	100	18	of	of	ADP
ajceb-6964	100	19	the	the	DET
ajceb-6964	100	20	researchers	researcher	NOUN
ajceb-6964	100	21	so	so	ADV
ajceb-6964	100	22	visit	visit	VERB
ajceb-6964	100	23	all	all	DET
ajceb-6964	100	24	the	the	DET
ajceb-6964	100	25	urban	urban	ADJ
ajceb-6964	100	26	centers	center	NOUN
ajceb-6964	100	27	in	in	ADP
ajceb-6964	100	28	the	the	DET
ajceb-6964	100	29	study	study	NOUN
ajceb-6964	100	30	area	area	NOUN
ajceb-6964	100	31	,	,	PUNCT
ajceb-6964	100	32	additional	additional	ADJ
ajceb-6964	100	33	250	250	NUM
ajceb-6964	100	34	copies	copy	NOUN
ajceb-6964	100	35	of	of	ADP
ajceb-6964	100	36	the	the	DET
ajceb-6964	100	37	questionnaire	questionnaire	NOUN
ajceb-6964	100	38	were	be	AUX
ajceb-6964	100	39	sent	send	VERB
ajceb-6964	100	40	out	out	ADP
ajceb-6964	100	41	as	as	ADP
ajceb-6964	100	42	e	e	NOUN
ajceb-6964	100	43	-	-	NOUN
ajceb-6964	100	44	mail	mail	NOUN
ajceb-6964	100	45	attachments	attachment	NOUN
ajceb-6964	100	46	to	to	PART
ajceb-6964	100	47	randomly	randomly	VERB
ajceb-6964	100	48	selected	select	VERB
ajceb-6964	100	49	participants	participant	NOUN
ajceb-6964	100	50	.	.	PUNCT
ajceb-6964	101	1	the	the	DET
ajceb-6964	101	2	random	random	ADJ
ajceb-6964	101	3	sampling	sampling	NOUN
ajceb-6964	101	4	technique	technique	NOUN
ajceb-6964	101	5	was	be	AUX
ajceb-6964	101	6	used	use	VERB
ajceb-6964	101	7	in	in	ADP
ajceb-6964	101	8	the	the	DET
ajceb-6964	101	9	selection	selection	NOUN
ajceb-6964	101	10	of	of	ADP
ajceb-6964	101	11	respondents	respondent	NOUN
ajceb-6964	101	12	in	in	ADP
ajceb-6964	101	13	the	the	DET
ajceb-6964	101	14	survey	survey	NOUN
ajceb-6964	101	15	.	.	PUNCT
ajceb-6964	102	1	this	this	DET
ajceb-6964	102	2	selection	selection	NOUN
ajceb-6964	102	3	method	method	NOUN
ajceb-6964	102	4	ensured	ensure	VERB
ajceb-6964	102	5	that	that	SCONJ
ajceb-6964	102	6	every	every	DET
ajceb-6964	102	7	member	member	NOUN
ajceb-6964	102	8	of	of	ADP
ajceb-6964	102	9	the	the	DET
ajceb-6964	102	10	study	study	NOUN
ajceb-6964	102	11	population	population	NOUN
ajceb-6964	102	12	had	have	VERB
ajceb-6964	102	13	equal	equal	ADJ
ajceb-6964	102	14	opportunity	opportunity	NOUN
ajceb-6964	102	15	to	to	PART
ajceb-6964	102	16	be	be	AUX
ajceb-6964	102	17	selected	select	VERB
ajceb-6964	102	18	to	to	PART
ajceb-6964	102	19	participate	participate	VERB
ajceb-6964	102	20	in	in	ADP
ajceb-6964	102	21	the	the	DET
ajceb-6964	102	22	survey	survey	NOUN
ajceb-6964	102	23	.	.	PUNCT
ajceb-6964	103	1	the	the	DET
ajceb-6964	103	2	surveys	survey	NOUN
ajceb-6964	103	3	began	begin	VERB
ajceb-6964	103	4	in	in	ADP
ajceb-6964	103	5	november	november	PROPN
ajceb-6964	103	6	2017	2017	NUM
ajceb-6964	103	7	and	and	CCONJ
ajceb-6964	103	8	ended	end	VERB
ajceb-6964	103	9	in	in	ADP
ajceb-6964	103	10	august	august	PROPN
ajceb-6964	103	11	2018	2018	NUM
ajceb-6964	103	12	and	and	CCONJ
ajceb-6964	103	13	a	a	DET
ajceb-6964	103	14	copy	copy	NOUN
ajceb-6964	103	15	of	of	ADP
ajceb-6964	103	16	the	the	DET
ajceb-6964	103	17	questionnaire	questionnaire	NOUN
ajceb-6964	103	18	was	be	AUX
ajceb-6964	103	19	given	give	VERB
ajceb-6964	103	20	to	to	ADP
ajceb-6964	103	21	one	one	NUM
ajceb-6964	103	22	respondent	respondent	NOUN
ajceb-6964	103	23	in	in	ADP
ajceb-6964	103	24	each	each	PRON
ajceb-6964	103	25	of	of	ADP
ajceb-6964	103	26	the	the	DET
ajceb-6964	103	27	firms	firm	NOUN
ajceb-6964	103	28	and	and	CCONJ
ajceb-6964	103	29	organizations	organization	NOUN
ajceb-6964	103	30	sampled	sample	VERB
ajceb-6964	103	31	.	.	PUNCT
ajceb-6964	104	1	in	in	ADP
ajceb-6964	104	2	all	all	PRON
ajceb-6964	104	3	,	,	PUNCT
ajceb-6964	104	4	2000	2000	NUM
ajceb-6964	104	5	copies	copy	NOUN
ajceb-6964	104	6	of	of	ADP
ajceb-6964	104	7	questionnaires	questionnaire	NOUN
ajceb-6964	104	8	were	be	AUX
ajceb-6964	104	9	distributed	distribute	VERB
ajceb-6964	104	10	,	,	PUNCT
ajceb-6964	104	11	but	but	CCONJ
ajceb-6964	104	12	1100	1100	NUM
ajceb-6964	104	13	were	be	AUX
ajceb-6964	104	14	retrieved	retrieve	VERB
ajceb-6964	104	15	,	,	PUNCT
ajceb-6964	104	16	and	and	CCONJ
ajceb-6964	104	17	1092	1092	NUM
ajceb-6964	104	18	of	of	ADP
ajceb-6964	104	19	them	they	PRON
ajceb-6964	104	20	representing	represent	VERB
ajceb-6964	104	21	around	around	ADP
ajceb-6964	104	22	55	55	NUM
ajceb-6964	104	23	%	%	NOUN
ajceb-6964	104	24	of	of	ADP
ajceb-6964	104	25	the	the	DET
ajceb-6964	104	26	total	total	ADJ
ajceb-6964	104	27	number	number	NOUN
ajceb-6964	104	28	of	of	ADP
ajceb-6964	104	29	questionnaires	questionnaire	NOUN
ajceb-6964	104	30	administered	administer	VERB
ajceb-6964	104	31	were	be	AUX
ajceb-6964	104	32	found	find	VERB
ajceb-6964	104	33	to	to	PART
ajceb-6964	104	34	have	have	AUX
ajceb-6964	104	35	been	be	AUX
ajceb-6964	104	36	correctly	correctly	ADV
ajceb-6964	104	37	filled	fill	VERB
ajceb-6964	104	38	by	by	ADP
ajceb-6964	104	39	the	the	DET
ajceb-6964	104	40	respondents	respondent	NOUN
ajceb-6964	104	41	.	.	PUNCT
ajceb-6964	105	1	the	the	DET
ajceb-6964	105	2	data	data	NOUN
ajceb-6964	105	3	analysis	analysis	NOUN
ajceb-6964	105	4	was	be	AUX
ajceb-6964	105	5	done	do	VERB
ajceb-6964	105	6	using	use	VERB
ajceb-6964	105	7	the	the	DET
ajceb-6964	105	8	statistical	statistical	ADJ
ajceb-6964	105	9	package	package	NOUN
ajceb-6964	105	10	for	for	ADP
ajceb-6964	105	11	the	the	DET
ajceb-6964	105	12	social	social	ADJ
ajceb-6964	105	13	sciences	sciences	PROPN
ajceb-6964	105	14	(	(	PUNCT
ajceb-6964	105	15	spss	spss	PROPN
ajceb-6964	105	16	)	)	PUNCT
ajceb-6964	105	17	.	.	PUNCT
ajceb-6964	106	1	this	this	DET
ajceb-6964	106	2	software	software	NOUN
ajceb-6964	106	3	was	be	AUX
ajceb-6964	106	4	chosen	choose	VERB
ajceb-6964	106	5	because	because	SCONJ
ajceb-6964	106	6	of	of	ADP
ajceb-6964	106	7	its	its	PRON
ajceb-6964	106	8	user	user	NOUN
ajceb-6964	106	9	-	-	PUNCT
ajceb-6964	106	10	friendliness	friendliness	NOUN
ajceb-6964	106	11	and	and	CCONJ
ajceb-6964	106	12	the	the	DET
ajceb-6964	106	13	fact	fact	NOUN
ajceb-6964	106	14	that	that	SCONJ
ajceb-6964	106	15	it	it	PRON
ajceb-6964	106	16	has	have	AUX
ajceb-6964	106	17	all	all	DET
ajceb-6964	106	18	the	the	DET
ajceb-6964	106	19	most	most	ADV
ajceb-6964	106	20	commonly	commonly	ADV
ajceb-6964	106	21	used	use	VERB
ajceb-6964	106	22	statistical	statistical	ADJ
ajceb-6964	106	23	tests	test	NOUN
ajceb-6964	106	24	in	in	ADP
ajceb-6964	106	25	social	social	ADJ
ajceb-6964	106	26	science	science	NOUN
ajceb-6964	106	27	research	research	NOUN
ajceb-6964	106	28	of	of	ADP
ajceb-6964	106	29	this	this	DET
ajceb-6964	106	30	nature	nature	NOUN
ajceb-6964	106	31	.	.	PUNCT
ajceb-6964	107	1	the	the	DET
ajceb-6964	107	2	three	three	NUM
ajceb-6964	107	3	basic	basic	ADJ
ajceb-6964	107	4	types	type	NOUN
ajceb-6964	107	5	of	of	ADP
ajceb-6964	107	6	analyses	analysis	NOUN
ajceb-6964	107	7	the	the	DET
ajceb-6964	107	8	data	datum	NOUN
ajceb-6964	107	9	were	be	AUX
ajceb-6964	107	10	subjected	subject	VERB
ajceb-6964	107	11	to	to	PART
ajceb-6964	107	12	were	be	AUX
ajceb-6964	107	13	descriptive	descriptive	ADJ
ajceb-6964	107	14	statistics	statistic	NOUN
ajceb-6964	107	15	,	,	PUNCT
ajceb-6964	107	16	relative	relative	ADJ
ajceb-6964	107	17	importance	importance	NOUN
ajceb-6964	107	18	index	index	NOUN
ajceb-6964	107	19	(	(	PUNCT
ajceb-6964	107	20	rii	rii	PROPN
ajceb-6964	107	21	)	)	PUNCT
ajceb-6964	107	22	and	and	CCONJ
ajceb-6964	107	23	categorical	categorical	ADJ
ajceb-6964	107	24	principal	principal	ADJ
ajceb-6964	107	25	components	component	NOUN
ajceb-6964	107	26	analysis	analysis	NOUN
ajceb-6964	107	27	(	(	PUNCT
ajceb-6964	107	28	catpca	catpca	NOUN
ajceb-6964	107	29	)	)	PUNCT
ajceb-6964	107	30	.	.	PUNCT
ajceb-6964	108	1	specifically	specifically	ADV
ajceb-6964	108	2	,	,	PUNCT
ajceb-6964	108	3	frequency	frequency	NOUN
ajceb-6964	108	4	distribution	distribution	NOUN
ajceb-6964	108	5	and	and	CCONJ
ajceb-6964	108	6	percentages	percentage	NOUN
ajceb-6964	108	7	were	be	AUX
ajceb-6964	108	8	used	use	VERB
ajceb-6964	108	9	to	to	PART
ajceb-6964	108	10	examine	examine	VERB
ajceb-6964	108	11	the	the	DET
ajceb-6964	108	12	characteristics	characteristic	NOUN
ajceb-6964	108	13	of	of	ADP
ajceb-6964	108	14	users	user	NOUN
ajceb-6964	108	15	of	of	ADP
ajceb-6964	108	16	the	the	DET
ajceb-6964	108	17	technology	technology	NOUN
ajceb-6964	108	18	in	in	ADP
ajceb-6964	108	19	construction	construction	NOUN
ajceb-6964	108	20	project	project	NOUN
ajceb-6964	108	21	delivery	delivery	NOUN
ajceb-6964	108	22	,	,	PUNCT
ajceb-6964	108	23	while	while	SCONJ
ajceb-6964	108	24	mean	mean	ADJ
ajceb-6964	108	25	scores	score	NOUN
ajceb-6964	108	26	,	,	PUNCT
ajceb-6964	108	27	standard	standard	ADJ
ajceb-6964	108	28	deviation	deviation	NOUN
ajceb-6964	108	29	,	,	PUNCT
ajceb-6964	108	30	relative	relative	ADJ
ajceb-6964	108	31	importance	importance	NOUN
ajceb-6964	108	32	index	index	NOUN
ajceb-6964	108	33	(	(	PUNCT
ajceb-6964	108	34	rii	rii	NOUN
ajceb-6964	108	35	)	)	PUNCT
ajceb-6964	108	36	and	and	CCONJ
ajceb-6964	108	37	mean	mean	VERB
ajceb-6964	108	38	scores	score	NOUN
ajceb-6964	108	39	ranking	ranking	NOUN
ajceb-6964	108	40	were	be	AUX
ajceb-6964	108	41	used	use	VERB
ajceb-6964	108	42	to	to	PART
ajceb-6964	108	43	assess	assess	VERB
ajceb-6964	108	44	the	the	DET
ajceb-6964	108	45	respondents	respondent	NOUN
ajceb-6964	108	46	’	’	PART
ajceb-6964	108	47	rating	rating	NOUN
ajceb-6964	108	48	of	of	ADP
ajceb-6964	108	49	the	the	DET
ajceb-6964	108	50	level	level	NOUN
ajceb-6964	108	51	of	of	ADP
ajceb-6964	108	52	importance	importance	NOUN
ajceb-6964	108	53	of	of	ADP
ajceb-6964	108	54	each	each	PRON
ajceb-6964	108	55	of	of	ADP
ajceb-6964	108	56	the	the	DET
ajceb-6964	108	57	18	18	NUM
ajceb-6964	108	58	anti	anti	ADJ
ajceb-6964	108	59	-	-	ADJ
ajceb-6964	108	60	corruption	corruption	ADJ
ajceb-6964	108	61	capabilities	capability	NOUN
ajceb-6964	108	62	in	in	ADP
ajceb-6964	108	63	construction	construction	NOUN
ajceb-6964	108	64	project	project	NOUN
ajceb-6964	108	65	delivery	delivery	NOUN
ajceb-6964	108	66	investigated	investigate	VERB
ajceb-6964	108	67	.	.	PUNCT
ajceb-6964	109	1	specifically	specifically	ADV
ajceb-6964	109	2	,	,	PUNCT
ajceb-6964	109	3	relative	relative	ADJ
ajceb-6964	109	4	importance	importance	NOUN
ajceb-6964	109	5	index	index	NOUN
ajceb-6964	109	6	(	(	PUNCT
ajceb-6964	109	7	rii	rii	PROPN
ajceb-6964	109	8	)	)	PUNCT
ajceb-6964	109	9	was	be	AUX
ajceb-6964	109	10	considered	consider	VERB
ajceb-6964	109	11	and	and	CCONJ
ajceb-6964	109	12	used	use	VERB
ajceb-6964	109	13	in	in	ADP
ajceb-6964	109	14	this	this	DET
ajceb-6964	109	15	study	study	NOUN
ajceb-6964	109	16	because	because	SCONJ
ajceb-6964	109	17	it	it	PRON
ajceb-6964	109	18	helped	help	VERB
ajceb-6964	109	19	in	in	ADP
ajceb-6964	109	20	the	the	DET
ajceb-6964	109	21	identification	identification	NOUN
ajceb-6964	109	22	and	and	CCONJ
ajceb-6964	109	23	prioritization	prioritization	NOUN
ajceb-6964	109	24	of	of	ADP
ajceb-6964	109	25	the	the	DET
ajceb-6964	109	26	most	most	ADV
ajceb-6964	109	27	important	important	ADJ
ajceb-6964	109	28	features	feature	NOUN
ajceb-6964	109	29	of	of	ADP
ajceb-6964	109	30	e	e	NOUN
ajceb-6964	109	31	-	-	NOUN
ajceb-6964	109	32	procurement	procurement	NOUN
ajceb-6964	109	33	that	that	PRON
ajceb-6964	109	34	make	make	VERB
ajceb-6964	109	35	it	it	PRON
ajceb-6964	109	36	an	an	DET
ajceb-6964	109	37	effective	effective	ADJ
ajceb-6964	109	38	tool	tool	NOUN
ajceb-6964	109	39	for	for	ADP
ajceb-6964	109	40	checking	check	VERB
ajceb-6964	109	41	or	or	CCONJ
ajceb-6964	109	42	reducing	reduce	VERB
ajceb-6964	109	43	the	the	DET
ajceb-6964	109	44	incidence	incidence	NOUN
ajceb-6964	109	45	of	of	ADP
ajceb-6964	109	46	corrupt	corrupt	ADJ
ajceb-6964	109	47	and	and	CCONJ
ajceb-6964	109	48	unethical	unethical	ADJ
ajceb-6964	109	49	practices	practice	NOUN
ajceb-6964	109	50	in	in	ADP
ajceb-6964	109	51	construction	construction	NOUN
ajceb-6964	109	52	project	project	NOUN
ajceb-6964	109	53	delivery	delivery	NOUN
ajceb-6964	109	54	from	from	ADP
ajceb-6964	109	55	the	the	DET
ajceb-6964	109	56	perspective	perspective	NOUN
ajceb-6964	109	57	of	of	ADP
ajceb-6964	109	58	users	user	NOUN
ajceb-6964	109	59	who	who	PRON
ajceb-6964	109	60	participants	participant	VERB
ajceb-6964	109	61	in	in	ADP
ajceb-6964	109	62	the	the	DET
ajceb-6964	109	63	survey	survey	NOUN
ajceb-6964	109	64	.	.	PUNCT
ajceb-6964	110	1	the	the	DET
ajceb-6964	110	2	relative	relative	ADJ
ajceb-6964	110	3	importance	importance	NOUN
ajceb-6964	110	4	index	index	NOUN
ajceb-6964	110	5	(	(	PUNCT
ajceb-6964	110	6	rii	rii	PROPN
ajceb-6964	110	7	)	)	PUNCT
ajceb-6964	110	8	for	for	ADP
ajceb-6964	110	9	each	each	PRON
ajceb-6964	110	10	of	of	ADP
ajceb-6964	110	11	the	the	DET
ajceb-6964	110	12	anti	anti	ADJ
ajceb-6964	110	13	-	-	ADJ
ajceb-6964	110	14	corruption	corruption	ADJ
ajceb-6964	110	15	capabilities	capability	NOUN
ajceb-6964	110	16	was	be	AUX
ajceb-6964	110	17	determined	determine	VERB
ajceb-6964	110	18	using	use	VERB
ajceb-6964	110	19	equation	equation	NOUN
ajceb-6964	110	20	2	2	NUM
ajceb-6964	110	21	.	.	PUNCT
ajceb-6964	110	22	exploring	explore	VERB
ajceb-6964	110	23	anti	anti	ADJ
ajceb-6964	110	24	-	-	ADJ
ajceb-6964	110	25	corruption	corruption	ADJ
ajceb-6964	110	26	capabilities	capability	NOUN
ajceb-6964	110	27	of	of	ADP
ajceb-6964	110	28	e	e	NOUN
ajceb-6964	110	29	-	-	NOUN
ajceb-6964	110	30	procurement	procurement	NOUN
ajceb-6964	110	31	in	in	ADP
ajceb-6964	110	32	construction	construction	NOUN
ajceb-6964	110	33	project	project	NOUN
ajceb-6964	110	34	delivery	delivery	NOUN
ajceb-6964	110	35	in	in	ADP
ajceb-6964	110	36	nigeria	nigeria	PROPN
ajceb-6964	110	37	construction	construction	NOUN
ajceb-6964	110	38	economics	economic	NOUN
ajceb-6964	110	39	and	and	CCONJ
ajceb-6964	110	40	building	building	NOUN
ajceb-6964	110	41	,	,	PUNCT
ajceb-6964	110	42	vol	vol	NOUN
ajceb-6964	110	43	.	.	PROPN
ajceb-6964	110	44	20	20	NUM
ajceb-6964	110	45	,	,	PUNCT
ajceb-6964	110	46	no	no	INTJ
ajceb-6964	110	47	.	.	NOUN
ajceb-6964	110	48	1	1	NUM
ajceb-6964	110	49	,	,	PUNCT
ajceb-6964	110	50	march	march	PROPN
ajceb-6964	110	51	202063	202063	NUM
ajceb-6964	110	52	where	where	SCONJ
ajceb-6964	110	53	w	w	NOUN
ajceb-6964	110	54	is	be	AUX
ajceb-6964	110	55	the	the	DET
ajceb-6964	110	56	score	score	NOUN
ajceb-6964	110	57	given	give	VERB
ajceb-6964	110	58	to	to	ADP
ajceb-6964	110	59	each	each	PRON
ajceb-6964	110	60	of	of	ADP
ajceb-6964	110	61	the	the	DET
ajceb-6964	110	62	18	18	NUM
ajceb-6964	110	63	items	item	NOUN
ajceb-6964	110	64	by	by	ADP
ajceb-6964	110	65	all	all	DET
ajceb-6964	110	66	the	the	DET
ajceb-6964	110	67	participants	participant	NOUN
ajceb-6964	110	68	in	in	ADP
ajceb-6964	110	69	the	the	DET
ajceb-6964	110	70	survey	survey	NOUN
ajceb-6964	110	71	,	,	PUNCT
ajceb-6964	110	72	∑w	∑w	PROPN
ajceb-6964	110	73	is	be	AUX
ajceb-6964	110	74	the	the	DET
ajceb-6964	110	75	sum	sum	NOUN
ajceb-6964	110	76	of	of	ADP
ajceb-6964	110	77	scores	score	NOUN
ajceb-6964	110	78	(	(	PUNCT
ajceb-6964	110	79	w1	w1	NOUN
ajceb-6964	110	80	+	+	NOUN
ajceb-6964	110	81	w2	w2	NOUN
ajceb-6964	110	82	+	+	CCONJ
ajceb-6964	110	83	w3	w3	PROPN
ajceb-6964	110	84	+	+	CCONJ
ajceb-6964	110	85	...	...	PUNCT
ajceb-6964	111	1	+	+	NUM
ajceb-6964	111	2	w18	w18	NOUN
ajceb-6964	111	3	)	)	PUNCT
ajceb-6964	111	4	,	,	PUNCT
ajceb-6964	111	5	a	a	PRON
ajceb-6964	111	6	is	be	AUX
ajceb-6964	111	7	the	the	DET
ajceb-6964	111	8	highest	high	ADJ
ajceb-6964	111	9	possible	possible	ADJ
ajceb-6964	111	10	score	score	NOUN
ajceb-6964	111	11	on	on	ADP
ajceb-6964	111	12	the	the	DET
ajceb-6964	111	13	5	5	NUM
ajceb-6964	111	14	-	-	PUNCT
ajceb-6964	111	15	point	point	NOUN
ajceb-6964	111	16	likert	likert	ADJ
ajceb-6964	111	17	type	type	NOUN
ajceb-6964	111	18	scale	scale	NOUN
ajceb-6964	111	19	,	,	PUNCT
ajceb-6964	111	20	which	which	PRON
ajceb-6964	111	21	in	in	ADP
ajceb-6964	111	22	this	this	DET
ajceb-6964	111	23	case	case	NOUN
ajceb-6964	111	24	is	be	AUX
ajceb-6964	111	25	5.0	5.0	NUM
ajceb-6964	111	26	and	and	CCONJ
ajceb-6964	111	27	n	n	PRON
ajceb-6964	111	28	is	be	AUX
ajceb-6964	111	29	the	the	DET
ajceb-6964	111	30	total	total	ADJ
ajceb-6964	111	31	number	number	NOUN
ajceb-6964	111	32	of	of	ADP
ajceb-6964	111	33	persons	person	NOUN
ajceb-6964	111	34	who	who	PRON
ajceb-6964	111	35	participated	participate	VERB
ajceb-6964	111	36	in	in	ADP
ajceb-6964	111	37	rating	rating	NOUN
ajceb-6964	111	38	each	each	PRON
ajceb-6964	111	39	of	of	ADP
ajceb-6964	111	40	the	the	DET
ajceb-6964	111	41	18	18	NUM
ajceb-6964	111	42	anti	anti	ADJ
ajceb-6964	111	43	-	-	ADJ
ajceb-6964	111	44	corruption	corruption	ADJ
ajceb-6964	111	45	capabilities	capability	NOUN
ajceb-6964	111	46	investigated	investigate	VERB
ajceb-6964	111	47	in	in	ADP
ajceb-6964	111	48	the	the	DET
ajceb-6964	111	49	survey	survey	NOUN
ajceb-6964	111	50	.	.	PUNCT
ajceb-6964	112	1	in	in	ADP
ajceb-6964	112	2	interpreting	interpret	VERB
ajceb-6964	112	3	the	the	DET
ajceb-6964	112	4	result	result	NOUN
ajceb-6964	112	5	,	,	PUNCT
ajceb-6964	112	6	the	the	PRON
ajceb-6964	112	7	closer	close	ADV
ajceb-6964	112	8	the	the	DET
ajceb-6964	112	9	calculated	calculated	ADJ
ajceb-6964	112	10	value	value	NOUN
ajceb-6964	112	11	(	(	PUNCT
ajceb-6964	112	12	i.e.	i.e.	X
ajceb-6964	112	13	rii	rii	NOUN
ajceb-6964	112	14	)	)	PUNCT
ajceb-6964	112	15	for	for	ADP
ajceb-6964	112	16	each	each	DET
ajceb-6964	112	17	measure	measure	NOUN
ajceb-6964	112	18	(	(	PUNCT
ajceb-6964	112	19	item	item	NOUN
ajceb-6964	112	20	)	)	PUNCT
ajceb-6964	112	21	is	be	AUX
ajceb-6964	112	22	to	to	ADP
ajceb-6964	112	23	1.00	1.00	NUM
ajceb-6964	112	24	,	,	PUNCT
ajceb-6964	112	25	the	the	DET
ajceb-6964	112	26	more	more	ADV
ajceb-6964	112	27	important	important	ADJ
ajceb-6964	112	28	and	and	CCONJ
ajceb-6964	112	29	contribution	contribution	NOUN
ajceb-6964	112	30	it	it	PRON
ajceb-6964	112	31	can	can	AUX
ajceb-6964	112	32	make	make	VERB
ajceb-6964	112	33	in	in	ADP
ajceb-6964	112	34	checking	check	VERB
ajceb-6964	112	35	or	or	CCONJ
ajceb-6964	112	36	reducing	reduce	VERB
ajceb-6964	112	37	corruption	corruption	NOUN
ajceb-6964	112	38	in	in	ADP
ajceb-6964	112	39	the	the	DET
ajceb-6964	112	40	procurement	procurement	NOUN
ajceb-6964	112	41	of	of	ADP
ajceb-6964	112	42	construction	construction	NOUN
ajceb-6964	112	43	projects	project	NOUN
ajceb-6964	112	44	.	.	PUNCT
ajceb-6964	113	1	the	the	DET
ajceb-6964	113	2	catpca	catpca	NOUN
ajceb-6964	113	3	was	be	AUX
ajceb-6964	113	4	used	use	VERB
ajceb-6964	113	5	to	to	PART
ajceb-6964	113	6	investigate	investigate	VERB
ajceb-6964	113	7	the	the	DET
ajceb-6964	113	8	underlying	underlie	VERB
ajceb-6964	113	9	dimensions	dimension	NOUN
ajceb-6964	113	10	in	in	ADP
ajceb-6964	113	11	the	the	DET
ajceb-6964	113	12	18	18	NUM
ajceb-6964	113	13	anti	anti	ADJ
ajceb-6964	113	14	-	-	ADJ
ajceb-6964	113	15	corruption	corruption	ADJ
ajceb-6964	113	16	capabilities	capability	NOUN
ajceb-6964	113	17	investigated	investigate	VERB
ajceb-6964	113	18	in	in	ADP
ajceb-6964	113	19	this	this	DET
ajceb-6964	113	20	research	research	NOUN
ajceb-6964	113	21	.	.	PUNCT
ajceb-6964	114	1	the	the	DET
ajceb-6964	114	2	catpca	catpca	NOUN
ajceb-6964	114	3	was	be	AUX
ajceb-6964	114	4	preferred	prefer	VERB
ajceb-6964	114	5	to	to	ADP
ajceb-6964	114	6	the	the	DET
ajceb-6964	114	7	traditional	traditional	ADJ
ajceb-6964	114	8	principal	principal	ADJ
ajceb-6964	114	9	component	component	NOUN
ajceb-6964	114	10	analysis	analysis	NOUN
ajceb-6964	114	11	(	(	PUNCT
ajceb-6964	114	12	pca	pca	NOUN
ajceb-6964	114	13	)	)	PUNCT
ajceb-6964	114	14	for	for	ADP
ajceb-6964	114	15	two	two	NUM
ajceb-6964	114	16	reasons	reason	NOUN
ajceb-6964	114	17	.	.	PUNCT
ajceb-6964	115	1	first	first	ADV
ajceb-6964	115	2	,	,	PUNCT
ajceb-6964	115	3	the	the	DET
ajceb-6964	115	4	catpca	catpca	NOUN
ajceb-6964	115	5	does	do	AUX
ajceb-6964	115	6	not	not	PART
ajceb-6964	115	7	assume	assume	VERB
ajceb-6964	115	8	linear	linear	ADJ
ajceb-6964	115	9	relationships	relationship	NOUN
ajceb-6964	115	10	amongst	amongst	ADP
ajceb-6964	115	11	the	the	DET
ajceb-6964	115	12	variables	variable	NOUN
ajceb-6964	115	13	,	,	PUNCT
ajceb-6964	115	14	and	and	CCONJ
ajceb-6964	115	15	second	second	ADJ
ajceb-6964	115	16	,	,	PUNCT
ajceb-6964	115	17	the	the	DET
ajceb-6964	115	18	benefits	benefit	NOUN
ajceb-6964	115	19	of	of	ADP
ajceb-6964	115	20	using	use	VERB
ajceb-6964	115	21	optimal	optimal	ADJ
ajceb-6964	115	22	scaling	scaling	NOUN
ajceb-6964	115	23	in	in	ADP
ajceb-6964	115	24	the	the	DET
ajceb-6964	115	25	statistical	statistical	ADJ
ajceb-6964	115	26	package	package	NOUN
ajceb-6964	115	27	for	for	ADP
ajceb-6964	115	28	the	the	DET
ajceb-6964	115	29	social	social	ADJ
ajceb-6964	115	30	sciences	sciences	PROPN
ajceb-6964	115	31	(	(	PUNCT
ajceb-6964	115	32	spss	spss	PROPN
ajceb-6964	115	33	)	)	PUNCT
ajceb-6964	115	34	to	to	PART
ajceb-6964	115	35	specify	specify	VERB
ajceb-6964	115	36	the	the	DET
ajceb-6964	115	37	level	level	NOUN
ajceb-6964	115	38	of	of	ADP
ajceb-6964	115	39	measurement	measurement	NOUN
ajceb-6964	115	40	the	the	DET
ajceb-6964	115	41	researchers	researcher	NOUN
ajceb-6964	115	42	wanted	want	VERB
ajceb-6964	115	43	to	to	PART
ajceb-6964	115	44	have	have	VERB
ajceb-6964	115	45	during	during	ADP
ajceb-6964	115	46	the	the	DET
ajceb-6964	115	47	catpca	catpca	NOUN
ajceb-6964	115	48	.	.	PUNCT
ajceb-6964	116	1	the	the	DET
ajceb-6964	116	2	results	result	NOUN
ajceb-6964	116	3	are	be	AUX
ajceb-6964	116	4	presented	present	VERB
ajceb-6964	116	5	using	use	VERB
ajceb-6964	116	6	texts	text	NOUN
ajceb-6964	116	7	,	,	PUNCT
ajceb-6964	116	8	charts	chart	NOUN
ajceb-6964	116	9	,	,	PUNCT
ajceb-6964	116	10	and	and	CCONJ
ajceb-6964	116	11	tables	table	NOUN
ajceb-6964	116	12	in	in	ADP
ajceb-6964	116	13	the	the	DET
ajceb-6964	116	14	next	next	ADJ
ajceb-6964	116	15	section	section	NOUN
ajceb-6964	116	16	of	of	ADP
ajceb-6964	116	17	the	the	DET
ajceb-6964	116	18	paper	paper	NOUN
ajceb-6964	116	19	.	.	PUNCT
ajceb-6964	117	1	study	study	NOUN
ajceb-6964	117	2	findings	finding	NOUN
ajceb-6964	117	3	respondents	respondent	NOUN
ajceb-6964	117	4	in	in	ADP
ajceb-6964	117	5	the	the	DET
ajceb-6964	117	6	survey	survey	NOUN
ajceb-6964	117	7	from	from	ADP
ajceb-6964	117	8	the	the	DET
ajceb-6964	117	9	survey	survey	NOUN
ajceb-6964	117	10	data	datum	NOUN
ajceb-6964	117	11	,	,	PUNCT
ajceb-6964	117	12	it	it	PRON
ajceb-6964	117	13	was	be	AUX
ajceb-6964	117	14	found	find	VERB
ajceb-6964	117	15	that	that	SCONJ
ajceb-6964	117	16	of	of	ADP
ajceb-6964	117	17	the	the	DET
ajceb-6964	117	18	1092	1092	NUM
ajceb-6964	117	19	valid	valid	ADJ
ajceb-6964	117	20	questionnaires	questionnaire	NOUN
ajceb-6964	117	21	retrieved	retrieve	VERB
ajceb-6964	117	22	,	,	PUNCT
ajceb-6964	117	23	759	759	NUM
ajceb-6964	117	24	representing	represent	VERB
ajceb-6964	117	25	around	around	ADP
ajceb-6964	117	26	69.5	69.5	NUM
ajceb-6964	117	27	%	%	NOUN
ajceb-6964	117	28	of	of	ADP
ajceb-6964	117	29	the	the	DET
ajceb-6964	117	30	valid	valid	ADJ
ajceb-6964	117	31	questionnaires	questionnaire	NOUN
ajceb-6964	117	32	were	be	AUX
ajceb-6964	117	33	filled	fill	VERB
ajceb-6964	117	34	by	by	ADP
ajceb-6964	117	35	those	those	PRON
ajceb-6964	117	36	who	who	PRON
ajceb-6964	117	37	use	use	VERB
ajceb-6964	117	38	e	e	NOUN
ajceb-6964	117	39	-	-	NOUN
ajceb-6964	117	40	procurement	procurement	ADJ
ajceb-6964	117	41	technology	technology	NOUN
ajceb-6964	117	42	in	in	ADP
ajceb-6964	117	43	construction	construction	NOUN
ajceb-6964	117	44	project	project	NOUN
ajceb-6964	117	45	delivery	delivery	NOUN
ajceb-6964	117	46	in	in	ADP
ajceb-6964	117	47	the	the	DET
ajceb-6964	117	48	study	study	NOUN
ajceb-6964	117	49	area	area	NOUN
ajceb-6964	117	50	.	.	PUNCT
ajceb-6964	118	1	table	table	NOUN
ajceb-6964	118	2	2	2	NUM
ajceb-6964	118	3	is	be	AUX
ajceb-6964	118	4	a	a	DET
ajceb-6964	118	5	summary	summary	NOUN
ajceb-6964	118	6	of	of	ADP
ajceb-6964	118	7	the	the	DET
ajceb-6964	118	8	background	background	NOUN
ajceb-6964	118	9	information	information	NOUN
ajceb-6964	118	10	of	of	ADP
ajceb-6964	118	11	users	user	NOUN
ajceb-6964	118	12	of	of	ADP
ajceb-6964	118	13	e	e	NOUN
ajceb-6964	118	14	-	-	NOUN
ajceb-6964	118	15	procurement	procurement	ADJ
ajceb-6964	118	16	technology	technology	NOUN
ajceb-6964	118	17	in	in	ADP
ajceb-6964	118	18	construction	construction	NOUN
ajceb-6964	118	19	project	project	NOUN
ajceb-6964	118	20	delivery	delivery	NOUN
ajceb-6964	118	21	in	in	ADP
ajceb-6964	118	22	nigeria	nigeria	PROPN
ajceb-6964	118	23	identified	identify	VERB
ajceb-6964	118	24	in	in	ADP
ajceb-6964	118	25	the	the	DET
ajceb-6964	118	26	survey	survey	NOUN
ajceb-6964	118	27	.	.	PUNCT
ajceb-6964	119	1	table	table	NOUN
ajceb-6964	119	2	2	2	NUM
ajceb-6964	119	3	background	background	NOUN
ajceb-6964	119	4	information	information	NOUN
ajceb-6964	119	5	of	of	ADP
ajceb-6964	119	6	respondents	respondent	NOUN
ajceb-6964	119	7	and	and	CCONJ
ajceb-6964	119	8	their	their	PRON
ajceb-6964	119	9	organisations	organisation	NOUN
ajceb-6964	119	10	variables	variable	VERB
ajceb-6964	119	11	categories	category	NOUN
ajceb-6964	119	12	frequency	frequency	VERB
ajceb-6964	119	13	n=759	n=759	NOUN
ajceb-6964	119	14	percent	percent	NOUN
ajceb-6964	119	15	role	role	NOUN
ajceb-6964	119	16	in	in	ADP
ajceb-6964	119	17	the	the	DET
ajceb-6964	119	18	construction	construction	NOUN
ajceb-6964	119	19	industry	industry	NOUN
ajceb-6964	119	20	architect	architect	NOUN
ajceb-6964	119	21	191	191	NUM
ajceb-6964	119	22	25.2	25.2	NUM
ajceb-6964	119	23	builder	builder	NOUN
ajceb-6964	119	24	69	69	NUM
ajceb-6964	119	25	9.1	9.1	NUM
ajceb-6964	119	26	engineer	engineer	NOUN
ajceb-6964	119	27	120	120	NUM
ajceb-6964	119	28	15.8	15.8	NUM
ajceb-6964	119	29	contractor	contractor	NOUN
ajceb-6964	119	30	52	52	NUM
ajceb-6964	119	31	6.9	6.9	NUM
ajceb-6964	119	32	construction	construction	NOUN
ajceb-6964	119	33	/	/	SYM
ajceb-6964	119	34	project	project	NOUN
ajceb-6964	119	35	manager	manager	NOUN
ajceb-6964	119	36	37	37	NUM
ajceb-6964	119	37	4.9	4.9	NUM
ajceb-6964	119	38	quantity	quantity	NOUN
ajceb-6964	119	39	surveyor	surveyor	NOUN
ajceb-6964	119	40	200	200	NUM
ajceb-6964	119	41	26.4	26.4	NUM
ajceb-6964	119	42	estate/	estate/	NUM
ajceb-6964	119	43	facilities	facility	NOUN
ajceb-6964	119	44	manager	manager	NOUN
ajceb-6964	119	45	55	55	NUM
ajceb-6964	119	46	7.2	7.2	NUM
ajceb-6964	119	47	supply	supply	NOUN
ajceb-6964	119	48	chain	chain	NOUN
ajceb-6964	119	49	manager/	manager/	NUM
ajceb-6964	120	1	procurement	procurement	NOUN
ajceb-6964	120	2	officer	officer	NOUN
ajceb-6964	120	3	20	20	NUM
ajceb-6964	120	4	2.6	2.6	NUM
ajceb-6964	120	5	construction	construction	NOUN
ajceb-6964	120	6	materials/	materials/	NUM
ajceb-6964	120	7	equipment	equipment	NOUN
ajceb-6964	120	8	vendors	vendor	NOUN
ajceb-6964	120	9	5	5	NUM
ajceb-6964	120	10	0.6	0.6	NUM
ajceb-6964	120	11	others	other	NOUN
ajceb-6964	120	12	10	10	NUM
ajceb-6964	120	13	1.3	1.3	NUM
ajceb-6964	120	14	egidario	egidario	NOUN
ajceb-6964	120	15	et	et	PROPN
ajceb-6964	120	16	al	al	PROPN
ajceb-6964	120	17	construction	construction	PROPN
ajceb-6964	120	18	economics	economic	NOUN
ajceb-6964	120	19	and	and	CCONJ
ajceb-6964	120	20	building	building	NOUN
ajceb-6964	120	21	,	,	PUNCT
ajceb-6964	120	22	vol	vol	NOUN
ajceb-6964	120	23	.	.	PROPN
ajceb-6964	120	24	20	20	NUM
ajceb-6964	120	25	,	,	PUNCT
ajceb-6964	120	26	no	no	INTJ
ajceb-6964	120	27	.	.	NOUN
ajceb-6964	120	28	1	1	NUM
ajceb-6964	120	29	,	,	PUNCT
ajceb-6964	120	30	march	march	PROPN
ajceb-6964	120	31	202064	202064	NUM
ajceb-6964	120	32	variables	variable	NOUN
ajceb-6964	120	33	categories	category	NOUN
ajceb-6964	120	34	frequency	frequency	VERB
ajceb-6964	120	35	n=759	n=759	NOUN
ajceb-6964	120	36	percent	percent	NOUN
ajceb-6964	120	37	type	type	NOUN
ajceb-6964	120	38	of	of	ADP
ajceb-6964	120	39	organization	organization	NOUN
ajceb-6964	120	40	consulting	consult	VERB
ajceb-6964	120	41	firm	firm	NOUN
ajceb-6964	120	42	242	242	NUM
ajceb-6964	120	43	31.9	31.9	NUM
ajceb-6964	120	44	contracting	contracting	NOUN
ajceb-6964	120	45	firm	firm	NOUN
ajceb-6964	120	46	265	265	NUM
ajceb-6964	120	47	34.9	34.9	NUM
ajceb-6964	120	48	private	private	ADJ
ajceb-6964	120	49	sector	sector	NOUN
ajceb-6964	120	50	client	client	NOUN
ajceb-6964	120	51	organisation	organisation	NOUN
ajceb-6964	120	52	58	58	NUM
ajceb-6964	120	53	7.6	7.6	NUM
ajceb-6964	120	54	government	government	NOUN
ajceb-6964	120	55	ministry/	ministry/	NUM
ajceb-6964	120	56	parasatals/	parasatals/	NUM
ajceb-6964	120	57	institution	institution	NOUN
ajceb-6964	120	58	171	171	NUM
ajceb-6964	120	59	22.5	22.5	NUM
ajceb-6964	120	60	building	building	NOUN
ajceb-6964	120	61	materials	material	NOUN
ajceb-6964	120	62	manufacturer	manufacturer	NOUN
ajceb-6964	120	63	/	/	SYM
ajceb-6964	120	64	vendors	vendor	NOUN
ajceb-6964	120	65	3	3	NUM
ajceb-6964	120	66	0.4	0.4	NUM
ajceb-6964	120	67	others	other	NOUN
ajceb-6964	120	68	20	20	NUM
ajceb-6964	120	69	2.6	2.6	NUM
ajceb-6964	120	70	areas	area	NOUN
ajceb-6964	120	71	of	of	ADP
ajceb-6964	120	72	construction	construction	NOUN
ajceb-6964	120	73	procurement	procurement	NOUN
ajceb-6964	120	74	experience	experience	NOUN
ajceb-6964	120	75	residential	residential	ADJ
ajceb-6964	120	76	buildings	building	NOUN
ajceb-6964	120	77	474	474	NUM
ajceb-6964	120	78	62.5	62.5	NUM
ajceb-6964	120	79	non	non	ADJ
ajceb-6964	120	80	-	-	ADJ
ajceb-6964	120	81	residential	residential	ADJ
ajceb-6964	120	82	buildings	building	NOUN
ajceb-6964	120	83	187	187	NUM
ajceb-6964	120	84	24.6	24.6	NUM
ajceb-6964	120	85	buildings	building	NOUN
ajceb-6964	120	86	and	and	CCONJ
ajceb-6964	120	87	transportation	transportation	NOUN
ajceb-6964	120	88	36	36	NUM
ajceb-6964	120	89	4.7	4.7	NUM
ajceb-6964	120	90	energy	energy	NOUN
ajceb-6964	120	91	16	16	NUM
ajceb-6964	120	92	2.1	2.1	NUM
ajceb-6964	120	93	transportation	transportation	NOUN
ajceb-6964	120	94	26	26	NUM
ajceb-6964	120	95	3.4	3.4	NUM
ajceb-6964	120	96	telecommunication	telecommunication	NOUN
ajceb-6964	120	97	12	12	NUM
ajceb-6964	120	98	1.6	1.6	NUM
ajceb-6964	120	99	sanitation	sanitation	NOUN
ajceb-6964	120	100	and	and	CCONJ
ajceb-6964	120	101	water	water	NOUN
ajceb-6964	120	102	supply	supply	NOUN
ajceb-6964	120	103	5	5	NUM
ajceb-6964	120	104	0.7	0.7	NUM
ajceb-6964	120	105	others	other	NOUN
ajceb-6964	120	106	3	3	NUM
ajceb-6964	120	107	0.4	0.4	NUM
ajceb-6964	120	108	duration	duration	NOUN
ajceb-6964	120	109	of	of	ADP
ajceb-6964	120	110	e	e	NOUN
ajceb-6964	120	111	-	-	NOUN
ajceb-6964	120	112	procurement	procurement	ADJ
ajceb-6964	120	113	use	use	NOUN
ajceb-6964	120	114	in	in	ADP
ajceb-6964	120	115	years	year	NOUN
ajceb-6964	120	116	less	less	ADJ
ajceb-6964	120	117	than	than	ADP
ajceb-6964	120	118	1	1	NUM
ajceb-6964	120	119	year	year	NOUN
ajceb-6964	120	120	155	155	NUM
ajceb-6964	120	121	20.4	20.4	NUM
ajceb-6964	120	122	between	between	ADP
ajceb-6964	120	123	1	1	NUM
ajceb-6964	120	124	year	year	NOUN
ajceb-6964	120	125	and	and	CCONJ
ajceb-6964	120	126	5	5	NUM
ajceb-6964	120	127	years	year	NOUN
ajceb-6964	120	128	363	363	NUM
ajceb-6964	120	129	47.8	47.8	NUM
ajceb-6964	120	130	between	between	ADP
ajceb-6964	120	131	6	6	NUM
ajceb-6964	120	132	and	and	CCONJ
ajceb-6964	120	133	10	10	NUM
ajceb-6964	120	134	years	year	NOUN
ajceb-6964	120	135	112	112	NUM
ajceb-6964	120	136	14.8	14.8	NUM
ajceb-6964	120	137	.over	.over	ADV
ajceb-6964	120	138	10	10	NUM
ajceb-6964	120	139	years	year	NOUN
ajceb-6964	120	140	40	40	NUM
ajceb-6964	120	141	5.3	5.3	NUM
ajceb-6964	120	142	not	not	PART
ajceb-6964	120	143	sure	sure	ADJ
ajceb-6964	120	144	89	89	NUM
ajceb-6964	120	145	11.7	11.7	NUM
ajceb-6964	120	146	the	the	DET
ajceb-6964	120	147	results	result	NOUN
ajceb-6964	120	148	in	in	ADP
ajceb-6964	120	149	table	table	NOUN
ajceb-6964	120	150	2	2	NUM
ajceb-6964	120	151	show	show	VERB
ajceb-6964	120	152	that	that	SCONJ
ajceb-6964	120	153	most	most	ADJ
ajceb-6964	120	154	of	of	ADP
ajceb-6964	120	155	the	the	DET
ajceb-6964	120	156	users	user	NOUN
ajceb-6964	120	157	of	of	ADP
ajceb-6964	120	158	e	e	NOUN
ajceb-6964	120	159	-	-	NOUN
ajceb-6964	120	160	procurement	procurement	ADJ
ajceb-6964	120	161	technology	technology	NOUN
ajceb-6964	120	162	in	in	ADP
ajceb-6964	120	163	construction	construction	NOUN
ajceb-6964	120	164	project	project	NOUN
ajceb-6964	120	165	delivery	delivery	NOUN
ajceb-6964	120	166	who	who	PRON
ajceb-6964	120	167	participated	participate	VERB
ajceb-6964	120	168	in	in	ADP
ajceb-6964	120	169	the	the	DET
ajceb-6964	120	170	surveys	survey	NOUN
ajceb-6964	120	171	were	be	AUX
ajceb-6964	120	172	employed	employ	VERB
ajceb-6964	120	173	in	in	ADP
ajceb-6964	120	174	professional	professional	ADJ
ajceb-6964	120	175	consulting	consulting	NOUN
ajceb-6964	120	176	and	and	CCONJ
ajceb-6964	120	177	contracting	contracting	NOUN
ajceb-6964	120	178	firms	firm	NOUN
ajceb-6964	120	179	with	with	ADP
ajceb-6964	120	180	construction	construction	NOUN
ajceb-6964	120	181	procurement	procurement	NOUN
ajceb-6964	120	182	experience	experience	NOUN
ajceb-6964	120	183	in	in	ADP
ajceb-6964	120	184	building	building	NOUN
ajceb-6964	120	185	design	design	NOUN
ajceb-6964	120	186	,	,	PUNCT
ajceb-6964	120	187	construction	construction	NOUN
ajceb-6964	120	188	,	,	PUNCT
ajceb-6964	120	189	and	and	CCONJ
ajceb-6964	120	190	project	project	NOUN
ajceb-6964	120	191	management	management	NOUN
ajceb-6964	120	192	and	and	CCONJ
ajceb-6964	120	193	have	have	AUX
ajceb-6964	120	194	been	be	AUX
ajceb-6964	120	195	using	use	VERB
ajceb-6964	120	196	this	this	DET
ajceb-6964	120	197	technology	technology	NOUN
ajceb-6964	120	198	for	for	ADP
ajceb-6964	120	199	between	between	ADP
ajceb-6964	120	200	1	1	NUM
ajceb-6964	120	201	year	year	NOUN
ajceb-6964	120	202	and	and	CCONJ
ajceb-6964	120	203	10	10	NUM
ajceb-6964	120	204	years	year	NOUN
ajceb-6964	120	205	.	.	PUNCT
ajceb-6964	121	1	based	base	VERB
ajceb-6964	121	2	on	on	ADP
ajceb-6964	121	3	the	the	DET
ajceb-6964	121	4	results	result	NOUN
ajceb-6964	121	5	in	in	ADP
ajceb-6964	121	6	table	table	NOUN
ajceb-6964	121	7	2	2	NUM
ajceb-6964	121	8	,	,	PUNCT
ajceb-6964	121	9	it	it	PRON
ajceb-6964	121	10	can	can	AUX
ajceb-6964	121	11	be	be	AUX
ajceb-6964	121	12	inferred	infer	VERB
ajceb-6964	121	13	that	that	SCONJ
ajceb-6964	121	14	the	the	DET
ajceb-6964	121	15	respondents	respondent	NOUN
ajceb-6964	121	16	in	in	ADP
ajceb-6964	121	17	the	the	DET
ajceb-6964	121	18	surveys	survey	NOUN
ajceb-6964	121	19	are	be	AUX
ajceb-6964	121	20	qualified	qualified	ADJ
ajceb-6964	121	21	to	to	PART
ajceb-6964	121	22	provide	provide	VERB
ajceb-6964	121	23	valid	valid	ADJ
ajceb-6964	121	24	data	datum	NOUN
ajceb-6964	121	25	for	for	ADP
ajceb-6964	121	26	this	this	DET
ajceb-6964	121	27	research	research	NOUN
ajceb-6964	121	28	.	.	PUNCT
ajceb-6964	122	1	anti	anti	ADJ
ajceb-6964	122	2	-	-	ADJ
ajceb-6964	122	3	corruption	corruption	ADJ
ajceb-6964	122	4	capabilities	capability	NOUN
ajceb-6964	122	5	of	of	ADP
ajceb-6964	122	6	e	e	NOUN
ajceb-6964	122	7	-	-	NOUN
ajceb-6964	122	8	procurement	procurement	NOUN
ajceb-6964	122	9	in	in	ADP
ajceb-6964	122	10	construction	construction	NOUN
ajceb-6964	122	11	project	project	NOUN
ajceb-6964	122	12	delivery	delivery	NOUN
ajceb-6964	122	13	table	table	NOUN
ajceb-6964	122	14	3	3	NUM
ajceb-6964	122	15	is	be	AUX
ajceb-6964	122	16	the	the	DET
ajceb-6964	122	17	result	result	NOUN
ajceb-6964	122	18	of	of	ADP
ajceb-6964	122	19	the	the	DET
ajceb-6964	122	20	levels	level	NOUN
ajceb-6964	122	21	of	of	ADP
ajceb-6964	122	22	importance	importance	NOUN
ajceb-6964	122	23	of	of	ADP
ajceb-6964	122	24	each	each	PRON
ajceb-6964	122	25	of	of	ADP
ajceb-6964	122	26	the	the	DET
ajceb-6964	122	27	18	18	NUM
ajceb-6964	122	28	capabilities	capability	NOUN
ajceb-6964	122	29	in	in	ADP
ajceb-6964	122	30	preventing	prevent	VERB
ajceb-6964	122	31	or	or	CCONJ
ajceb-6964	122	32	reducing	reduce	VERB
ajceb-6964	122	33	the	the	DET
ajceb-6964	122	34	incidence	incidence	NOUN
ajceb-6964	122	35	of	of	ADP
ajceb-6964	122	36	corrupt	corrupt	ADJ
ajceb-6964	122	37	and	and	CCONJ
ajceb-6964	122	38	unethical	unethical	ADJ
ajceb-6964	122	39	practices	practice	NOUN
ajceb-6964	122	40	in	in	ADP
ajceb-6964	122	41	construction	construction	NOUN
ajceb-6964	122	42	project	project	NOUN
ajceb-6964	122	43	delivery	delivery	NOUN
ajceb-6964	122	44	in	in	ADP
ajceb-6964	122	45	the	the	DET
ajceb-6964	122	46	study	study	NOUN
ajceb-6964	122	47	area	area	NOUN
ajceb-6964	122	48	.	.	PUNCT
ajceb-6964	123	1	from	from	ADP
ajceb-6964	123	2	the	the	DET
ajceb-6964	123	3	mean	mean	ADJ
ajceb-6964	123	4	scores	score	NOUN
ajceb-6964	123	5	it	it	PRON
ajceb-6964	123	6	can	can	AUX
ajceb-6964	123	7	be	be	AUX
ajceb-6964	123	8	seen	see	VERB
ajceb-6964	123	9	that	that	SCONJ
ajceb-6964	123	10	each	each	PRON
ajceb-6964	123	11	of	of	ADP
ajceb-6964	123	12	18	18	NUM
ajceb-6964	123	13	items	item	NOUN
ajceb-6964	123	14	can	can	AUX
ajceb-6964	123	15	play	play	VERB
ajceb-6964	123	16	important	important	ADJ
ajceb-6964	123	17	role	role	NOUN
ajceb-6964	123	18	in	in	ADP
ajceb-6964	123	19	checking	check	VERB
ajceb-6964	123	20	corruption	corruption	NOUN
ajceb-6964	123	21	in	in	ADP
ajceb-6964	123	22	construction	construction	NOUN
ajceb-6964	123	23	project	project	NOUN
ajceb-6964	123	24	delivery	delivery	NOUN
ajceb-6964	123	25	.	.	PUNCT
ajceb-6964	124	1	however	however	ADV
ajceb-6964	124	2	,	,	PUNCT
ajceb-6964	124	3	based	base	VERB
ajceb-6964	124	4	on	on	ADP
ajceb-6964	124	5	their	their	PRON
ajceb-6964	124	6	relative	relative	ADJ
ajceb-6964	124	7	importance	importance	NOUN
ajceb-6964	124	8	indices(rii	indices(rii	NOUN
ajceb-6964	124	9	)	)	PUNCT
ajceb-6964	124	10	as	as	SCONJ
ajceb-6964	124	11	shown	show	VERB
ajceb-6964	124	12	in	in	ADP
ajceb-6964	124	13	table	table	NOUN
ajceb-6964	124	14	3	3	NUM
ajceb-6964	124	15	,	,	PUNCT
ajceb-6964	124	16	it	it	PRON
ajceb-6964	124	17	can	can	AUX
ajceb-6964	124	18	be	be	AUX
ajceb-6964	124	19	seen	see	VERB
ajceb-6964	124	20	that	that	SCONJ
ajceb-6964	124	21	the	the	DET
ajceb-6964	124	22	first	first	ADJ
ajceb-6964	124	23	four	four	NUM
ajceb-6964	124	24	most	most	ADV
ajceb-6964	124	25	important	important	ADJ
ajceb-6964	124	26	anti	anti	ADJ
ajceb-6964	124	27	-	-	ADJ
ajceb-6964	124	28	corruption	corruption	ADJ
ajceb-6964	124	29	capabilities	capability	NOUN
ajceb-6964	124	30	in	in	ADP
ajceb-6964	124	31	the	the	DET
ajceb-6964	124	32	use	use	NOUN
ajceb-6964	124	33	of	of	ADP
ajceb-6964	124	34	e	e	NOUN
ajceb-6964	124	35	-	-	NOUN
ajceb-6964	124	36	procurement	procurement	NOUN
ajceb-6964	124	37	in	in	ADP
ajceb-6964	124	38	construction	construction	NOUN
ajceb-6964	124	39	project	project	NOUN
ajceb-6964	124	40	delivery	delivery	NOUN
ajceb-6964	124	41	in	in	ADP
ajceb-6964	124	42	table	table	NOUN
ajceb-6964	124	43	2	2	NUM
ajceb-6964	124	44	continued	continue	VERB
ajceb-6964	124	45	exploring	explore	VERB
ajceb-6964	124	46	anti	anti	ADJ
ajceb-6964	124	47	-	-	ADJ
ajceb-6964	124	48	corruption	corruption	ADJ
ajceb-6964	124	49	capabilities	capability	NOUN
ajceb-6964	124	50	of	of	ADP
ajceb-6964	124	51	e	e	NOUN
ajceb-6964	124	52	-	-	NOUN
ajceb-6964	124	53	procurement	procurement	NOUN
ajceb-6964	124	54	in	in	ADP
ajceb-6964	124	55	construction	construction	NOUN
ajceb-6964	124	56	project	project	NOUN
ajceb-6964	124	57	delivery	delivery	NOUN
ajceb-6964	124	58	in	in	ADP
ajceb-6964	124	59	nigeria	nigeria	PROPN
ajceb-6964	124	60	construction	construction	NOUN
ajceb-6964	124	61	economics	economic	NOUN
ajceb-6964	124	62	and	and	CCONJ
ajceb-6964	124	63	building	building	NOUN
ajceb-6964	124	64	,	,	PUNCT
ajceb-6964	124	65	vol	vol	NOUN
ajceb-6964	124	66	.	.	PROPN
ajceb-6964	124	67	20	20	NUM
ajceb-6964	124	68	,	,	PUNCT
ajceb-6964	124	69	no	no	INTJ
ajceb-6964	124	70	.	.	NOUN
ajceb-6964	124	71	1	1	NUM
ajceb-6964	124	72	,	,	PUNCT
ajceb-6964	124	73	march	march	PROPN
ajceb-6964	124	74	202065	202065	NUM
ajceb-6964	124	75	the	the	DET
ajceb-6964	124	76	order	order	NOUN
ajceb-6964	124	77	of	of	ADP
ajceb-6964	124	78	importance	importance	NOUN
ajceb-6964	124	79	include	include	VERB
ajceb-6964	124	80	,	,	PUNCT
ajceb-6964	124	81	good	good	ADJ
ajceb-6964	124	82	inventory	inventory	NOUN
ajceb-6964	124	83	management	management	NOUN
ajceb-6964	124	84	/	/	SYM
ajceb-6964	124	85	record	record	NOUN
ajceb-6964	124	86	keeping	keeping	NOUN
ajceb-6964	124	87	(	(	PUNCT
ajceb-6964	124	88	rii=0.84	rii=0.84	PROPN
ajceb-6964	124	89	)	)	PUNCT
ajceb-6964	124	90	,	,	PUNCT
ajceb-6964	124	91	accountability	accountability	NOUN
ajceb-6964	124	92	by	by	ADP
ajceb-6964	124	93	providing	provide	VERB
ajceb-6964	124	94	audit	audit	NOUN
ajceb-6964	124	95	services	service	NOUN
ajceb-6964	124	96	trail	trail	NOUN
ajceb-6964	124	97	(	(	PUNCT
ajceb-6964	124	98	rii=0.833	rii=0.833	PROPN
ajceb-6964	124	99	)	)	PUNCT
ajceb-6964	124	100	;	;	PUNCT
ajceb-6964	124	101	reduction	reduction	NOUN
ajceb-6964	124	102	in	in	ADP
ajceb-6964	124	103	direct	direct	ADJ
ajceb-6964	124	104	human	human	ADJ
ajceb-6964	124	105	physical	physical	ADJ
ajceb-6964	124	106	interaction	interaction	NOUN
ajceb-6964	124	107	in	in	ADP
ajceb-6964	124	108	the	the	DET
ajceb-6964	124	109	bidding	bidding	NOUN
ajceb-6964	124	110	process	process	NOUN
ajceb-6964	124	111	(	(	PUNCT
ajceb-6964	124	112	rii=	rii=	PROPN
ajceb-6964	124	113	0.831	0.831	NUM
ajceb-6964	124	114	)	)	PUNCT
ajceb-6964	124	115	,	,	PUNCT
ajceb-6964	124	116	easier	easy	ADJ
ajceb-6964	124	117	and	and	CCONJ
ajceb-6964	124	118	faster	fast	ADJ
ajceb-6964	124	119	procurement	procurement	NOUN
ajceb-6964	124	120	process	process	NOUN
ajceb-6964	124	121	(	(	PUNCT
ajceb-6964	124	122	rii=	rii=	PROPN
ajceb-6964	124	123	0.827	0.827	NUM
ajceb-6964	124	124	)	)	PUNCT
ajceb-6964	124	125	.	.	PUNCT
ajceb-6964	125	1	the	the	DET
ajceb-6964	125	2	least	least	ADV
ajceb-6964	125	3	important	important	ADJ
ajceb-6964	125	4	measure	measure	NOUN
ajceb-6964	125	5	is	be	AUX
ajceb-6964	125	6	reduction	reduction	NOUN
ajceb-6964	125	7	in	in	ADP
ajceb-6964	125	8	the	the	DET
ajceb-6964	125	9	number	number	NOUN
ajceb-6964	125	10	of	of	ADP
ajceb-6964	125	11	unnecessary	unnecessary	ADJ
ajceb-6964	125	12	construction	construction	NOUN
ajceb-6964	125	13	projects	project	NOUN
ajceb-6964	125	14	(	(	PUNCT
ajceb-6964	125	15	rii	rii	NOUN
ajceb-6964	125	16	=	=	NOUN
ajceb-6964	125	17	0.650	0.650	NUM
ajceb-6964	125	18	)	)	PUNCT
ajceb-6964	125	19	.	.	PUNCT
ajceb-6964	126	1	table	table	NOUN
ajceb-6964	126	2	3	3	NUM
ajceb-6964	126	3	anti	anti	ADJ
ajceb-6964	126	4	-	-	ADJ
ajceb-6964	126	5	corruption	corruption	ADJ
ajceb-6964	126	6	capabilities	capability	NOUN
ajceb-6964	126	7	of	of	ADP
ajceb-6964	126	8	e	e	NOUN
ajceb-6964	126	9	-	-	NOUN
ajceb-6964	126	10	procurement	procurement	NOUN
ajceb-6964	126	11	in	in	ADP
ajceb-6964	126	12	construction	construction	NOUN
ajceb-6964	126	13	project	project	NOUN
ajceb-6964	126	14	delivery	delivery	NOUN
ajceb-6964	126	15	anti	anti	ADJ
ajceb-6964	126	16	-	-	ADJ
ajceb-6964	126	17	corruption	corruption	ADJ
ajceb-6964	126	18	capabilities	capability	NOUN
ajceb-6964	126	19	in	in	ADP
ajceb-6964	126	20	the	the	DET
ajceb-6964	126	21	use	use	NOUN
ajceb-6964	126	22	of	of	ADP
ajceb-6964	126	23	internet	internet	NOUN
ajceb-6964	126	24	no	no	PROPN
ajceb-6964	126	25	of	of	ADP
ajceb-6964	126	26	respondents	respondent	NOUN
ajceb-6964	126	27	mean	mean	VERB
ajceb-6964	126	28	std	std	X
ajceb-6964	126	29	.	.	PUNCT
ajceb-6964	126	30	deviation	deviation	NOUN
ajceb-6964	126	31	rii	rii	VERB
ajceb-6964	126	32	ranking	rank	VERB
ajceb-6964	126	33	in	in	ADP
ajceb-6964	126	34	the	the	DET
ajceb-6964	126	35	order	order	NOUN
ajceb-6964	126	36	of	of	ADP
ajceb-6964	126	37	importance	importance	NOUN
ajceb-6964	126	38	good	good	ADJ
ajceb-6964	126	39	inventory	inventory	NOUN
ajceb-6964	126	40	management	management	NOUN
ajceb-6964	126	41	/	/	SYM
ajceb-6964	126	42	record	record	NOUN
ajceb-6964	126	43	keeping	keep	VERB
ajceb-6964	126	44	714	714	NUM
ajceb-6964	126	45	4.20	4.20	NUM
ajceb-6964	126	46	0.96	0.96	NUM
ajceb-6964	126	47	0.840	0.840	NUM
ajceb-6964	126	48	1st	1st	ADJ
ajceb-6964	126	49	accountability	accountability	NOUN
ajceb-6964	126	50	by	by	ADP
ajceb-6964	126	51	providing	provide	VERB
ajceb-6964	126	52	audit	audit	NOUN
ajceb-6964	126	53	services	service	NOUN
ajceb-6964	126	54	trail	trail	VERB
ajceb-6964	126	55	714	714	NUM
ajceb-6964	126	56	4.23	4.23	NUM
ajceb-6964	126	57	1.79	1.79	NUM
ajceb-6964	126	58	0.833	0.833	NUM
ajceb-6964	126	59	2nd	2nd	ADJ
ajceb-6964	126	60	reduction	reduction	NOUN
ajceb-6964	126	61	of	of	ADP
ajceb-6964	126	62	direct	direct	ADJ
ajceb-6964	126	63	human	human	ADJ
ajceb-6964	126	64	interactions	interaction	NOUN
ajceb-6964	126	65	in	in	ADP
ajceb-6964	126	66	bidding	bidding	NOUN
ajceb-6964	126	67	process	process	NOUN
ajceb-6964	126	68	713	713	NUM
ajceb-6964	126	69	4.22	4.22	NUM
ajceb-6964	126	70	0.95	0.95	NUM
ajceb-6964	126	71	0.831	0.831	NUM
ajceb-6964	126	72	3rd	3rd	ADJ
ajceb-6964	126	73	easier	easy	ADJ
ajceb-6964	126	74	and	and	CCONJ
ajceb-6964	126	75	faster	fast	ADJ
ajceb-6964	126	76	procurement	procurement	NOUN
ajceb-6964	126	77	process	process	NOUN
ajceb-6964	126	78	715	715	NUM
ajceb-6964	126	79	3.91	3.91	NUM
ajceb-6964	126	80	1.11	1.11	NUM
ajceb-6964	126	81	0.827	0.827	NUM
ajceb-6964	126	82	4th	4th	ADJ
ajceb-6964	126	83	efficient	efficient	ADJ
ajceb-6964	126	84	and	and	CCONJ
ajceb-6964	126	85	secure	secure	ADJ
ajceb-6964	126	86	document	document	NOUN
ajceb-6964	126	87	transmission	transmission	NOUN
ajceb-6964	126	88	712	712	NUM
ajceb-6964	126	89	4.13	4.13	NUM
ajceb-6964	126	90	0.94	0.94	NUM
ajceb-6964	126	91	0.826	0.826	NUM
ajceb-6964	126	92	5th	5th	ADJ
ajceb-6964	126	93	easy	easy	ADJ
ajceb-6964	126	94	and	and	CCONJ
ajceb-6964	126	95	efficient	efficient	ADJ
ajceb-6964	126	96	monitoring	monitoring	NOUN
ajceb-6964	126	97	of	of	ADP
ajceb-6964	126	98	contract	contract	NOUN
ajceb-6964	126	99	execution	execution	NOUN
ajceb-6964	126	100	710	710	NUM
ajceb-6964	126	101	4.12	4.12	NUM
ajceb-6964	126	102	0.96	0.96	NUM
ajceb-6964	126	103	0.826	0.826	NUM
ajceb-6964	126	104	5th	5th	ADJ
ajceb-6964	126	105	reduction	reduction	NOUN
ajceb-6964	126	106	of	of	ADP
ajceb-6964	126	107	paperwork	paperwork	NOUN
ajceb-6964	126	108	713	713	NUM
ajceb-6964	126	109	4.03	4.03	NUM
ajceb-6964	126	110	1.12	1.12	NUM
ajceb-6964	126	111	0.814	0.814	NUM
ajceb-6964	126	112	6th	6th	NOUN
ajceb-6964	126	113	better	well	ADJ
ajceb-6964	126	114	interactions	interaction	NOUN
ajceb-6964	126	115	among	among	ADP
ajceb-6964	126	116	stakeholders	stakeholder	NOUN
ajceb-6964	126	117	through	through	ADP
ajceb-6964	126	118	online	online	ADJ
ajceb-6964	126	119	system	system	NOUN
ajceb-6964	126	120	707	707	NUM
ajceb-6964	126	121	4.10	4.10	NUM
ajceb-6964	126	122	0.98	0.98	NUM
ajceb-6964	126	123	0.813	0.813	NUM
ajceb-6964	126	124	7th	7th	ADJ
ajceb-6964	126	125	better	well	ADJ
ajceb-6964	126	126	status	status	NOUN
ajceb-6964	126	127	monitoring	monitoring	NOUN
ajceb-6964	126	128	and	and	CCONJ
ajceb-6964	126	129	tracking	tracking	NOUN
ajceb-6964	126	130	of	of	ADP
ajceb-6964	126	131	applications	application	NOUN
ajceb-6964	126	132	712	712	NUM
ajceb-6964	126	133	4.06	4.06	NUM
ajceb-6964	126	134	0.92	0.92	NUM
ajceb-6964	126	135	0.812	0.812	NUM
ajceb-6964	126	136	8th	8th	ADJ
ajceb-6964	126	137	transparency	transparency	NOUN
ajceb-6964	126	138	in	in	ADP
ajceb-6964	126	139	the	the	DET
ajceb-6964	126	140	procurement	procurement	NOUN
ajceb-6964	126	141	of	of	ADP
ajceb-6964	126	142	construction	construction	NOUN
ajceb-6964	126	143	works	work	NOUN
ajceb-6964	126	144	and	and	CCONJ
ajceb-6964	126	145	services	service	NOUN
ajceb-6964	126	146	713	713	NUM
ajceb-6964	126	147	4.00	4.00	NUM
ajceb-6964	126	148	1.06	1.06	NUM
ajceb-6964	126	149	0.803	0.803	NUM
ajceb-6964	126	150	9th	9th	ADJ
ajceb-6964	126	151	automation	automation	NOUN
ajceb-6964	126	152	of	of	ADP
ajceb-6964	126	153	construction	construction	NOUN
ajceb-6964	126	154	procurement	procurement	NOUN
ajceb-6964	126	155	process	process	NOUN
ajceb-6964	127	1	710	710	NUM
ajceb-6964	127	2	3.93	3.93	NUM
ajceb-6964	127	3	0.95	0.95	NUM
ajceb-6964	127	4	0.790	0.790	NUM
ajceb-6964	127	5	10th	10th	ADJ
ajceb-6964	127	6	egidario	egidario	PROPN
ajceb-6964	127	7	et	et	PROPN
ajceb-6964	127	8	al	al	PROPN
ajceb-6964	127	9	construction	construction	PROPN
ajceb-6964	127	10	economics	economic	NOUN
ajceb-6964	127	11	and	and	CCONJ
ajceb-6964	127	12	building	building	NOUN
ajceb-6964	127	13	,	,	PUNCT
ajceb-6964	127	14	vol	vol	NOUN
ajceb-6964	127	15	.	.	PROPN
ajceb-6964	127	16	20	20	NUM
ajceb-6964	127	17	,	,	PUNCT
ajceb-6964	127	18	no	no	INTJ
ajceb-6964	127	19	.	.	NOUN
ajceb-6964	127	20	1	1	NUM
ajceb-6964	127	21	,	,	PUNCT
ajceb-6964	127	22	march	march	PROPN
ajceb-6964	127	23	202066	202066	NUM
ajceb-6964	127	24	anti	anti	ADJ
ajceb-6964	127	25	-	-	ADJ
ajceb-6964	127	26	corruption	corruption	ADJ
ajceb-6964	127	27	capabilities	capability	NOUN
ajceb-6964	127	28	in	in	ADP
ajceb-6964	127	29	the	the	DET
ajceb-6964	127	30	use	use	NOUN
ajceb-6964	127	31	of	of	ADP
ajceb-6964	127	32	internet	internet	NOUN
ajceb-6964	127	33	no	no	PROPN
ajceb-6964	127	34	of	of	ADP
ajceb-6964	127	35	respondents	respondent	NOUN
ajceb-6964	127	36	mean	mean	VERB
ajceb-6964	127	37	std	std	X
ajceb-6964	127	38	.	.	PUNCT
ajceb-6964	127	39	deviation	deviation	NOUN
ajceb-6964	127	40	rii	rii	AUX
ajceb-6964	127	41	ranking	rank	VERB
ajceb-6964	127	42	in	in	ADP
ajceb-6964	127	43	the	the	DET
ajceb-6964	127	44	order	order	NOUN
ajceb-6964	127	45	of	of	ADP
ajceb-6964	127	46	importance	importance	NOUN
ajceb-6964	127	47	managerial	managerial	ADJ
ajceb-6964	127	48	control	control	NOUN
ajceb-6964	127	49	and	and	CCONJ
ajceb-6964	127	50	collaboration	collaboration	NOUN
ajceb-6964	127	51	713	713	NUM
ajceb-6964	127	52	3.89	3.89	NUM
ajceb-6964	127	53	0.97	0.97	NUM
ajceb-6964	127	54	0.778	0.778	NUM
ajceb-6964	127	55	11th	11th	ADJ
ajceb-6964	127	56	standardization	standardization	NOUN
ajceb-6964	127	57	of	of	ADP
ajceb-6964	127	58	project	project	NOUN
ajceb-6964	127	59	requirements	requirement	NOUN
ajceb-6964	127	60	713	713	NUM
ajceb-6964	127	61	3.85	3.85	NUM
ajceb-6964	127	62	1.11	1.11	NUM
ajceb-6964	127	63	0.771	0.771	NUM
ajceb-6964	127	64	12th	12th	NOUN
ajceb-6964	127	65	access	access	NOUN
ajceb-6964	127	66	to	to	ADP
ajceb-6964	127	67	construction	construction	NOUN
ajceb-6964	127	68	project	project	NOUN
ajceb-6964	127	69	information	information	NOUN
ajceb-6964	127	70	on	on	ADP
ajceb-6964	127	71	real	real	ADJ
ajceb-6964	127	72	time	time	NOUN
ajceb-6964	127	73	basis	basis	NOUN
ajceb-6964	127	74	712	712	NUM
ajceb-6964	127	75	3.90	3.90	NUM
ajceb-6964	127	76	1.49	1.49	NUM
ajceb-6964	127	77	0.770	0.770	NUM
ajceb-6964	127	78	13th	13th	NOUN
ajceb-6964	127	79	reduction	reduction	NOUN
ajceb-6964	127	80	in	in	ADP
ajceb-6964	127	81	cartel	cartel	NOUN
ajceb-6964	127	82	formation	formation	NOUN
ajceb-6964	127	83	,	,	PUNCT
ajceb-6964	127	84	collusion	collusion	NOUN
ajceb-6964	127	85	and	and	CCONJ
ajceb-6964	127	86	riggings	rigging	NOUN
ajceb-6964	127	87	in	in	ADP
ajceb-6964	127	88	online	online	ADJ
ajceb-6964	127	89	bidding	bidding	NOUN
ajceb-6964	127	90	712	712	NUM
ajceb-6964	127	91	3.78	3.78	NUM
ajceb-6964	127	92	1.17	1.17	NUM
ajceb-6964	127	93	0.757	0.757	NUM
ajceb-6964	127	94	14th	14th	ADJ
ajceb-6964	127	95	disclosure	disclosure	NOUN
ajceb-6964	127	96	of	of	ADP
ajceb-6964	127	97	procurement	procurement	NOUN
ajceb-6964	127	98	information	information	NOUN
ajceb-6964	127	99	708	708	NUM
ajceb-6964	127	100	3.71	3.71	NUM
ajceb-6964	127	101	1.15	1.15	NUM
ajceb-6964	127	102	0.743	0.743	NUM
ajceb-6964	127	103	15th	15th	ADJ
ajceb-6964	127	104	increased	increase	VERB
ajceb-6964	127	105	competition	competition	NOUN
ajceb-6964	127	106	among	among	ADP
ajceb-6964	127	107	bidders	bidder	NOUN
ajceb-6964	127	108	or	or	CCONJ
ajceb-6964	127	109	suppliers	supplier	NOUN
ajceb-6964	127	110	709	709	NUM
ajceb-6964	127	111	3.70	3.70	NUM
ajceb-6964	127	112	2.13	2.13	NUM
ajceb-6964	127	113	0.730	0.730	NUM
ajceb-6964	127	114	16th	16th	ADJ
ajceb-6964	127	115	reduction	reduction	NOUN
ajceb-6964	127	116	in	in	ADP
ajceb-6964	127	117	the	the	DET
ajceb-6964	127	118	number	number	NOUN
ajceb-6964	127	119	of	of	ADP
ajceb-6964	127	120	unnecessary	unnecessary	ADJ
ajceb-6964	127	121	construction	construction	NOUN
ajceb-6964	127	122	projects	project	NOUN
ajceb-6964	127	123	710	710	NUM
ajceb-6964	127	124	3.32	3.32	NUM
ajceb-6964	127	125	2.04	2.04	NUM
ajceb-6964	127	126	0.650	0.650	NUM
ajceb-6964	127	127	17th	17th	ADJ
ajceb-6964	127	128	dimensions	dimension	NOUN
ajceb-6964	127	129	of	of	ADP
ajceb-6964	127	130	anti	anti	ADJ
ajceb-6964	127	131	-	-	ADJ
ajceb-6964	127	132	corruption	corruption	ADJ
ajceb-6964	127	133	capabilities	capability	NOUN
ajceb-6964	127	134	of	of	ADP
ajceb-6964	127	135	e	e	NOUN
ajceb-6964	127	136	-	-	NOUN
ajceb-6964	127	137	procurement	procurement	NOUN
ajceb-6964	127	138	in	in	ADP
ajceb-6964	127	139	construction	construction	NOUN
ajceb-6964	127	140	project	project	NOUN
ajceb-6964	127	141	delivery	delivery	NOUN
ajceb-6964	127	142	in	in	ADP
ajceb-6964	127	143	examining	examine	VERB
ajceb-6964	127	144	the	the	DET
ajceb-6964	127	145	dimensions	dimension	NOUN
ajceb-6964	127	146	of	of	ADP
ajceb-6964	127	147	anti	anti	ADJ
ajceb-6964	127	148	-	-	ADJ
ajceb-6964	127	149	corruption	corruption	ADJ
ajceb-6964	127	150	capabilities	capability	NOUN
ajceb-6964	127	151	investigated	investigate	VERB
ajceb-6964	127	152	,	,	PUNCT
ajceb-6964	127	153	the	the	DET
ajceb-6964	127	154	18	18	NUM
ajceb-6964	127	155	capabilities	capability	NOUN
ajceb-6964	127	156	were	be	AUX
ajceb-6964	127	157	further	far	ADV
ajceb-6964	127	158	subjected	subject	VERB
ajceb-6964	127	159	to	to	PART
ajceb-6964	127	160	catpcaa	catpcaa	VERB
ajceb-6964	127	161	variant	variant	NOUN
ajceb-6964	127	162	of	of	ADP
ajceb-6964	127	163	factor	factor	NOUN
ajceb-6964	127	164	analysis	analysis	NOUN
ajceb-6964	127	165	.	.	PUNCT
ajceb-6964	128	1	however	however	ADV
ajceb-6964	128	2	,	,	PUNCT
ajceb-6964	128	3	before	before	ADP
ajceb-6964	128	4	conducting	conduct	VERB
ajceb-6964	128	5	this	this	DET
ajceb-6964	128	6	analysis	analysis	NOUN
ajceb-6964	128	7	the	the	DET
ajceb-6964	128	8	survey	survey	NOUN
ajceb-6964	128	9	data	datum	NOUN
ajceb-6964	128	10	were	be	AUX
ajceb-6964	128	11	examined	examine	VERB
ajceb-6964	128	12	for	for	ADP
ajceb-6964	128	13	suitability	suitability	NOUN
ajceb-6964	128	14	for	for	ADP
ajceb-6964	128	15	catpca	catpca	NOUN
ajceb-6964	128	16	using	use	VERB
ajceb-6964	128	17	kaiser	kaiser	PROPN
ajceb-6964	128	18	-	-	PUNCT
ajceb-6964	128	19	meyer	meyer	PROPN
ajceb-6964	128	20	-	-	PUNCT
ajceb-6964	128	21	olkin	olkin	PROPN
ajceb-6964	128	22	(	(	PUNCT
ajceb-6964	128	23	kmo	kmo	NOUN
ajceb-6964	128	24	)	)	PUNCT
ajceb-6964	128	25	measure	measure	NOUN
ajceb-6964	128	26	of	of	ADP
ajceb-6964	128	27	sampling	sample	VERB
ajceb-6964	128	28	adequacy	adequacy	NOUN
ajceb-6964	128	29	and	and	CCONJ
ajceb-6964	128	30	bartlett	bartlett	PROPN
ajceb-6964	128	31	’s	’s	PART
ajceb-6964	128	32	test	test	NOUN
ajceb-6964	128	33	of	of	ADP
ajceb-6964	128	34	sphericity	sphericity	NOUN
ajceb-6964	128	35	.	.	PUNCT
ajceb-6964	129	1	the	the	DET
ajceb-6964	129	2	result	result	NOUN
ajceb-6964	129	3	produced	produce	VERB
ajceb-6964	129	4	kmo	kmo	PROPN
ajceb-6964	129	5	value	value	NOUN
ajceb-6964	129	6	of	of	ADP
ajceb-6964	129	7	0.92	0.92	NUM
ajceb-6964	129	8	,	,	PUNCT
ajceb-6964	129	9	which	which	PRON
ajceb-6964	129	10	is	be	AUX
ajceb-6964	129	11	more	more	ADJ
ajceb-6964	129	12	than	than	ADP
ajceb-6964	129	13	the	the	DET
ajceb-6964	129	14	recommended	recommend	VERB
ajceb-6964	129	15	0.70	0.70	NUM
ajceb-6964	129	16	and	and	CCONJ
ajceb-6964	129	17	the	the	DET
ajceb-6964	129	18	bartlett	bartlett	PROPN
ajceb-6964	129	19	’s	’s	PART
ajceb-6964	129	20	test	test	NOUN
ajceb-6964	129	21	of	of	ADP
ajceb-6964	129	22	sphericity	sphericity	NOUN
ajceb-6964	129	23	(	(	PUNCT
ajceb-6964	129	24	χ2	χ2	PROPN
ajceb-6964	129	25	=	=	SYM
ajceb-6964	129	26	4161.659	4161.659	NUM
ajceb-6964	129	27	;	;	PUNCT
ajceb-6964	129	28	df	df	PROPN
ajceb-6964	129	29	=	=	SYM
ajceb-6964	129	30	153	153	NUM
ajceb-6964	129	31	)	)	PUNCT
ajceb-6964	129	32	was	be	AUX
ajceb-6964	129	33	significant	significant	ADJ
ajceb-6964	129	34	at	at	ADP
ajceb-6964	129	35	p	p	NOUN
ajceb-6964	129	36	=	=	NOUN
ajceb-6964	129	37	0.000	0.000	NUM
ajceb-6964	129	38	;	;	PUNCT
ajceb-6964	129	39	meaning	mean	VERB
ajceb-6964	129	40	that	that	SCONJ
ajceb-6964	129	41	the	the	DET
ajceb-6964	129	42	dataset	dataset	NOUN
ajceb-6964	129	43	is	be	AUX
ajceb-6964	129	44	suitable	suitable	ADJ
ajceb-6964	129	45	for	for	ADP
ajceb-6964	129	46	catpca	catpca	NOUN
ajceb-6964	129	47	.	.	PUNCT
ajceb-6964	130	1	the	the	DET
ajceb-6964	130	2	results	result	NOUN
ajceb-6964	130	3	identified	identify	VERB
ajceb-6964	130	4	five	five	NUM
ajceb-6964	130	5	(	(	PUNCT
ajceb-6964	130	6	1	1	NUM
ajceb-6964	130	7	-	-	SYM
ajceb-6964	130	8	5	5	NUM
ajceb-6964	130	9	)	)	PUNCT
ajceb-6964	130	10	dimensions	dimension	NOUN
ajceb-6964	130	11	accounting	account	VERB
ajceb-6964	130	12	for	for	ADP
ajceb-6964	130	13	around	around	ADV
ajceb-6964	130	14	70.32	70.32	NUM
ajceb-6964	130	15	%	%	NOUN
ajceb-6964	130	16	of	of	ADP
ajceb-6964	130	17	the	the	DET
ajceb-6964	130	18	variance	variance	NOUN
ajceb-6964	130	19	in	in	ADP
ajceb-6964	130	20	the	the	DET
ajceb-6964	130	21	18	18	NUM
ajceb-6964	130	22	capabilities	capability	NOUN
ajceb-6964	130	23	investigated	investigate	VERB
ajceb-6964	130	24	.	.	PUNCT
ajceb-6964	131	1	the	the	DET
ajceb-6964	131	2	model	model	NOUN
ajceb-6964	131	3	summary	summary	NOUN
ajceb-6964	131	4	of	of	ADP
ajceb-6964	131	5	the	the	DET
ajceb-6964	131	6	result	result	NOUN
ajceb-6964	131	7	is	be	AUX
ajceb-6964	131	8	as	as	SCONJ
ajceb-6964	131	9	presented	present	VERB
ajceb-6964	131	10	in	in	ADP
ajceb-6964	131	11	table	table	NOUN
ajceb-6964	131	12	4	4	NUM
ajceb-6964	131	13	.	.	PUNCT
ajceb-6964	131	14	table	table	NOUN
ajceb-6964	131	15	4	4	NUM
ajceb-6964	131	16	model	model	NOUN
ajceb-6964	131	17	summary	summary	NOUN
ajceb-6964	131	18	of	of	ADP
ajceb-6964	131	19	catpca	catpca	PROPN
ajceb-6964	131	20	dimension	dimension	PROPN
ajceb-6964	131	21	cronbach	cronbach	PROPN
ajceb-6964	131	22	’s	’s	PART
ajceb-6964	131	23	alpha	alpha	NOUN
ajceb-6964	131	24	variance	variance	NOUN
ajceb-6964	131	25	accounted	account	VERB
ajceb-6964	131	26	for	for	ADP
ajceb-6964	131	27	total	total	ADJ
ajceb-6964	131	28	(	(	PUNCT
ajceb-6964	131	29	eigenvalue	eigenvalue	NOUN
ajceb-6964	131	30	)	)	PUNCT
ajceb-6964	131	31	%	%	NOUN
ajceb-6964	131	32	of	of	ADP
ajceb-6964	131	33	variance	variance	NOUN
ajceb-6964	131	34	1	1	NUM
ajceb-6964	131	35	0.889	0.889	NUM
ajceb-6964	131	36	6.220	6.220	NUM
ajceb-6964	131	37	34.56	34.56	NUM
ajceb-6964	131	38	2	2	NUM
ajceb-6964	131	39	0.708	0.708	NUM
ajceb-6964	131	40	3.016	3.016	NUM
ajceb-6964	131	41	16.75	16.75	NUM
ajceb-6964	131	42	3	3	NUM
ajceb-6964	131	43	0.305	0.305	NUM
ajceb-6964	131	44	1.405	1.405	NUM
ajceb-6964	131	45	7.81	7.81	NUM
ajceb-6964	131	46	table	table	NOUN
ajceb-6964	131	47	3	3	NUM
ajceb-6964	131	48	continued	continue	VERB
ajceb-6964	131	49	exploring	explore	VERB
ajceb-6964	131	50	anti	anti	ADJ
ajceb-6964	131	51	-	-	ADJ
ajceb-6964	131	52	corruption	corruption	ADJ
ajceb-6964	131	53	capabilities	capability	NOUN
ajceb-6964	131	54	of	of	ADP
ajceb-6964	131	55	e	e	NOUN
ajceb-6964	131	56	-	-	NOUN
ajceb-6964	131	57	procurement	procurement	NOUN
ajceb-6964	131	58	in	in	ADP
ajceb-6964	131	59	construction	construction	NOUN
ajceb-6964	131	60	project	project	NOUN
ajceb-6964	131	61	delivery	delivery	NOUN
ajceb-6964	131	62	in	in	ADP
ajceb-6964	131	63	nigeria	nigeria	PROPN
ajceb-6964	131	64	construction	construction	NOUN
ajceb-6964	131	65	economics	economic	NOUN
ajceb-6964	131	66	and	and	CCONJ
ajceb-6964	131	67	building	building	NOUN
ajceb-6964	131	68	,	,	PUNCT
ajceb-6964	131	69	vol	vol	NOUN
ajceb-6964	131	70	.	.	PROPN
ajceb-6964	131	71	20	20	NUM
ajceb-6964	131	72	,	,	PUNCT
ajceb-6964	131	73	no	no	INTJ
ajceb-6964	131	74	.	.	NOUN
ajceb-6964	131	75	1	1	NUM
ajceb-6964	131	76	,	,	PUNCT
ajceb-6964	131	77	march	march	PROPN
ajceb-6964	131	78	202067	202067	NUM
ajceb-6964	131	79	dimension	dimension	NOUN
ajceb-6964	131	80	cronbach	cronbach	NOUN
ajceb-6964	131	81	’s	’s	PART
ajceb-6964	131	82	alpha	alpha	NOUN
ajceb-6964	131	83	variance	variance	NOUN
ajceb-6964	131	84	accounted	account	VERB
ajceb-6964	131	85	for	for	ADP
ajceb-6964	131	86	total	total	ADJ
ajceb-6964	131	87	(	(	PUNCT
ajceb-6964	131	88	eigenvalue	eigenvalue	NOUN
ajceb-6964	131	89	)	)	PUNCT
ajceb-6964	131	90	%	%	NOUN
ajceb-6964	131	91	of	of	ADP
ajceb-6964	131	92	variance	variance	NOUN
ajceb-6964	131	93	4	4	NUM
ajceb-6964	131	94	0.095	0.095	NUM
ajceb-6964	131	95	1.099	1.099	NUM
ajceb-6964	131	96	6.11	6.11	NUM
ajceb-6964	131	97	5	5	NUM
ajceb-6964	131	98	-0.096	-0.096	NOUN
ajceb-6964	131	99	.917	.917	NUM
ajceb-6964	131	100	5.10	5.10	NUM
ajceb-6964	131	101	total	total	ADJ
ajceb-6964	131	102	0.975a	0.975a	NUM
ajceb-6964	131	103	12.657	12.657	NUM
ajceb-6964	131	104	70.32	70.32	NUM
ajceb-6964	131	105	a.	a.	NOUN
ajceb-6964	131	106	total	total	NOUN
ajceb-6964	131	107	cronbach	cronbach	NOUN
ajceb-6964	131	108	’s	’s	PART
ajceb-6964	131	109	alpha	alpha	NOUN
ajceb-6964	131	110	is	be	AUX
ajceb-6964	131	111	based	base	VERB
ajceb-6964	131	112	on	on	ADP
ajceb-6964	131	113	the	the	DET
ajceb-6964	131	114	total	total	ADJ
ajceb-6964	131	115	eigenvalue	eigenvalue	NOUN
ajceb-6964	131	116	.	.	PUNCT
ajceb-6964	131	117	table	table	NOUN
ajceb-6964	131	118	5	5	NUM
ajceb-6964	131	119	shows	show	VERB
ajceb-6964	131	120	the	the	DET
ajceb-6964	131	121	names	name	NOUN
ajceb-6964	131	122	of	of	ADP
ajceb-6964	131	123	the	the	DET
ajceb-6964	131	124	five	five	NUM
ajceb-6964	131	125	dimensions	dimension	NOUN
ajceb-6964	131	126	identified	identify	VERB
ajceb-6964	131	127	and	and	CCONJ
ajceb-6964	131	128	the	the	DET
ajceb-6964	131	129	factors	factor	NOUN
ajceb-6964	131	130	loading	load	VERB
ajceb-6964	131	131	on	on	ADP
ajceb-6964	131	132	each	each	PRON
ajceb-6964	131	133	of	of	ADP
ajceb-6964	131	134	them	they	PRON
ajceb-6964	131	135	.	.	PUNCT
ajceb-6964	132	1	from	from	ADP
ajceb-6964	132	2	the	the	DET
ajceb-6964	132	3	results	result	NOUN
ajceb-6964	132	4	in	in	ADP
ajceb-6964	132	5	tables	table	NOUN
ajceb-6964	132	6	(	(	PUNCT
ajceb-6964	132	7	4	4	NUM
ajceb-6964	132	8	and	and	CCONJ
ajceb-6964	132	9	5	5	NUM
ajceb-6964	132	10	)	)	PUNCT
ajceb-6964	132	11	,	,	PUNCT
ajceb-6964	132	12	it	it	PRON
ajceb-6964	132	13	can	can	AUX
ajceb-6964	132	14	be	be	AUX
ajceb-6964	132	15	seen	see	VERB
ajceb-6964	132	16	that	that	SCONJ
ajceb-6964	132	17	the	the	DET
ajceb-6964	132	18	first	first	ADJ
ajceb-6964	132	19	dimension	dimension	NOUN
ajceb-6964	132	20	,	,	PUNCT
ajceb-6964	132	21	which	which	PRON
ajceb-6964	132	22	is	be	AUX
ajceb-6964	132	23	the	the	DET
ajceb-6964	132	24	advantage	advantage	NOUN
ajceb-6964	132	25	of	of	ADP
ajceb-6964	132	26	e	e	NOUN
ajceb-6964	132	27	-	-	NOUN
ajceb-6964	132	28	procurement	procurement	ADJ
ajceb-6964	132	29	technology	technology	NOUN
ajceb-6964	132	30	has	have	VERB
ajceb-6964	132	31	over	over	ADP
ajceb-6964	132	32	the	the	DET
ajceb-6964	132	33	traditional	traditional	ADJ
ajceb-6964	132	34	paper	paper	NOUN
ajceb-6964	132	35	-	-	PUNCT
ajceb-6964	132	36	based	base	VERB
ajceb-6964	132	37	method	method	NOUN
ajceb-6964	132	38	has	have	VERB
ajceb-6964	132	39	12	12	NUM
ajceb-6964	132	40	of	of	ADP
ajceb-6964	132	41	the	the	DET
ajceb-6964	132	42	18	18	NUM
ajceb-6964	132	43	capabilities	capability	NOUN
ajceb-6964	132	44	/	/	SYM
ajceb-6964	132	45	items	item	NOUN
ajceb-6964	132	46	loaded	load	VERB
ajceb-6964	132	47	on	on	ADP
ajceb-6964	132	48	it	it	PRON
ajceb-6964	132	49	and	and	CCONJ
ajceb-6964	132	50	counts	count	VERB
ajceb-6964	132	51	for	for	ADP
ajceb-6964	132	52	around	around	ADV
ajceb-6964	132	53	34.56	34.56	NUM
ajceb-6964	132	54	%	%	NOUN
ajceb-6964	132	55	of	of	ADP
ajceb-6964	132	56	the	the	DET
ajceb-6964	132	57	variance	variance	NOUN
ajceb-6964	132	58	in	in	ADP
ajceb-6964	132	59	all	all	DET
ajceb-6964	132	60	the	the	DET
ajceb-6964	132	61	items	item	NOUN
ajceb-6964	132	62	investigated	investigate	VERB
ajceb-6964	132	63	.	.	PUNCT
ajceb-6964	133	1	the	the	DET
ajceb-6964	133	2	second	second	ADJ
ajceb-6964	133	3	is	be	AUX
ajceb-6964	133	4	transparent	transparent	ADJ
ajceb-6964	133	5	bidding	bidding	NOUN
ajceb-6964	133	6	process	process	NOUN
ajceb-6964	133	7	,	,	PUNCT
ajceb-6964	133	8	which	which	PRON
ajceb-6964	133	9	accounts	account	VERB
ajceb-6964	133	10	for	for	ADP
ajceb-6964	133	11	16.75	16.75	NUM
ajceb-6964	133	12	%	%	NOUN
ajceb-6964	133	13	of	of	ADP
ajceb-6964	133	14	the	the	DET
ajceb-6964	133	15	variance	variance	NOUN
ajceb-6964	133	16	and	and	CCONJ
ajceb-6964	133	17	has	have	VERB
ajceb-6964	133	18	three	three	NUM
ajceb-6964	133	19	items	item	NOUN
ajceb-6964	133	20	loaded	load	VERB
ajceb-6964	133	21	on	on	ADP
ajceb-6964	133	22	it	it	PRON
ajceb-6964	133	23	,	,	PUNCT
ajceb-6964	133	24	while	while	SCONJ
ajceb-6964	133	25	the	the	DET
ajceb-6964	133	26	third	third	ADJ
ajceb-6964	133	27	dimension	dimension	NOUN
ajceb-6964	133	28	,	,	PUNCT
ajceb-6964	133	29	which	which	PRON
ajceb-6964	133	30	is	be	AUX
ajceb-6964	133	31	improvement	improvement	NOUN
ajceb-6964	133	32	of	of	ADP
ajceb-6964	133	33	competition	competition	NOUN
ajceb-6964	133	34	among	among	ADP
ajceb-6964	133	35	bidders	bidder	NOUN
ajceb-6964	133	36	and	and	CCONJ
ajceb-6964	133	37	reduction	reduction	NOUN
ajceb-6964	133	38	in	in	ADP
ajceb-6964	133	39	the	the	DET
ajceb-6964	133	40	number	number	NOUN
ajceb-6964	133	41	of	of	ADP
ajceb-6964	133	42	unnecessary	unnecessary	ADJ
ajceb-6964	133	43	construction	construction	NOUN
ajceb-6964	133	44	projects	project	NOUN
ajceb-6964	133	45	has	have	VERB
ajceb-6964	133	46	two	two	NUM
ajceb-6964	133	47	items	item	NOUN
ajceb-6964	133	48	loaded	load	VERB
ajceb-6964	133	49	on	on	ADP
ajceb-6964	133	50	it	it	PRON
ajceb-6964	133	51	and	and	CCONJ
ajceb-6964	133	52	accounts	account	VERB
ajceb-6964	133	53	for	for	ADP
ajceb-6964	133	54	around	around	ADV
ajceb-6964	133	55	7.81	7.81	NUM
ajceb-6964	133	56	%	%	NOUN
ajceb-6964	133	57	of	of	ADP
ajceb-6964	133	58	the	the	DET
ajceb-6964	133	59	variance	variance	NOUN
ajceb-6964	133	60	in	in	ADP
ajceb-6964	133	61	the	the	DET
ajceb-6964	133	62	18	18	NUM
ajceb-6964	133	63	items	item	NOUN
ajceb-6964	133	64	.	.	PUNCT
ajceb-6964	134	1	the	the	DET
ajceb-6964	134	2	last	last	ADJ
ajceb-6964	134	3	two	two	NUM
ajceb-6964	134	4	dimensions	dimension	NOUN
ajceb-6964	134	5	are	be	AUX
ajceb-6964	134	6	disclosure	disclosure	NOUN
ajceb-6964	134	7	of	of	ADP
ajceb-6964	134	8	procurement	procurement	NOUN
ajceb-6964	134	9	information	information	NOUN
ajceb-6964	134	10	accounting	account	VERB
ajceb-6964	134	11	for	for	ADP
ajceb-6964	134	12	around	around	ADV
ajceb-6964	134	13	6.11	6.11	NUM
ajceb-6964	134	14	%	%	NOUN
ajceb-6964	134	15	of	of	ADP
ajceb-6964	134	16	the	the	DET
ajceb-6964	134	17	variance	variance	NOUN
ajceb-6964	134	18	and	and	CCONJ
ajceb-6964	134	19	having	have	VERB
ajceb-6964	134	20	one	one	NUM
ajceb-6964	134	21	factor	factor	NOUN
ajceb-6964	134	22	loaded	load	VERB
ajceb-6964	134	23	on	on	ADP
ajceb-6964	134	24	it	it	PRON
ajceb-6964	134	25	and	and	CCONJ
ajceb-6964	134	26	reduction	reduction	NOUN
ajceb-6964	134	27	in	in	ADP
ajceb-6964	134	28	the	the	DET
ajceb-6964	134	29	levels	level	NOUN
ajceb-6964	134	30	of	of	ADP
ajceb-6964	134	31	human	human	ADJ
ajceb-6964	134	32	physical	physical	ADJ
ajceb-6964	134	33	interactions	interaction	NOUN
ajceb-6964	134	34	in	in	ADP
ajceb-6964	134	35	bidding	bidding	NOUN
ajceb-6964	134	36	process	process	NOUN
ajceb-6964	134	37	,	,	PUNCT
ajceb-6964	134	38	which	which	PRON
ajceb-6964	134	39	also	also	ADV
ajceb-6964	134	40	has	have	VERB
ajceb-6964	134	41	one	one	NUM
ajceb-6964	134	42	item	item	NOUN
ajceb-6964	134	43	loaded	load	VERB
ajceb-6964	134	44	on	on	ADP
ajceb-6964	134	45	it	it	PRON
ajceb-6964	134	46	and	and	CCONJ
ajceb-6964	134	47	accounts	account	VERB
ajceb-6964	134	48	for	for	ADP
ajceb-6964	134	49	around	around	ADV
ajceb-6964	134	50	5.10	5.10	NUM
ajceb-6964	134	51	%	%	NOUN
ajceb-6964	134	52	variance	variance	NOUN
ajceb-6964	134	53	in	in	ADP
ajceb-6964	134	54	all	all	DET
ajceb-6964	134	55	the	the	DET
ajceb-6964	134	56	18	18	NUM
ajceb-6964	134	57	items	item	NOUN
ajceb-6964	134	58	investigated	investigate	VERB
ajceb-6964	134	59	in	in	ADP
ajceb-6964	134	60	this	this	DET
ajceb-6964	134	61	study	study	NOUN
ajceb-6964	134	62	.	.	PUNCT
ajceb-6964	135	1	table	table	NOUN
ajceb-6964	135	2	5	5	NUM
ajceb-6964	135	3	dimensions	dimension	NOUN
ajceb-6964	135	4	of	of	ADP
ajceb-6964	135	5	anti	anti	ADJ
ajceb-6964	135	6	-	-	ADJ
ajceb-6964	135	7	corruption	corruption	ADJ
ajceb-6964	135	8	capabilities	capability	NOUN
ajceb-6964	135	9	of	of	ADP
ajceb-6964	135	10	e	e	NOUN
ajceb-6964	135	11	-	-	NOUN
ajceb-6964	135	12	procurement	procurement	NOUN
ajceb-6964	135	13	in	in	ADP
ajceb-6964	135	14	construction	construction	NOUN
ajceb-6964	135	15	project	project	NOUN
ajceb-6964	135	16	delivery	delivery	NOUN
ajceb-6964	135	17	dimensions/	dimensions/	NUM
ajceb-6964	135	18	components	component	NOUN
ajceb-6964	135	19	component	component	NOUN
ajceb-6964	135	20	loadings	loading	NOUN
ajceb-6964	135	21	1	1	NUM
ajceb-6964	135	22	.	.	PUNCT
ajceb-6964	135	23	advantage	advantage	NOUN
ajceb-6964	135	24	of	of	ADP
ajceb-6964	135	25	e	e	PROPN
ajceb-6964	135	26	procurement	procurement	NOUN
ajceb-6964	135	27	technology	technology	NOUN
ajceb-6964	135	28	over	over	ADP
ajceb-6964	135	29	the	the	DET
ajceb-6964	135	30	traditional	traditional	ADJ
ajceb-6964	135	31	paper	paper	NOUN
ajceb-6964	135	32	-	-	PUNCT
ajceb-6964	135	33	based	base	VERB
ajceb-6964	135	34	method	method	NOUN
ajceb-6964	135	35	dimension	dimension	NOUN
ajceb-6964	135	36	1	1	NUM
ajceb-6964	135	37	2	2	NUM
ajceb-6964	135	38	3	3	NUM
ajceb-6964	135	39	4	4	NUM
ajceb-6964	135	40	5	5	NUM
ajceb-6964	135	41	real	real	ADJ
ajceb-6964	135	42	time	time	NOUN
ajceb-6964	135	43	access	access	NOUN
ajceb-6964	135	44	to	to	ADP
ajceb-6964	135	45	construction	construction	NOUN
ajceb-6964	135	46	project	project	NOUN
ajceb-6964	135	47	information	information	NOUN
ajceb-6964	135	48	.678	.678	NUM
ajceb-6964	135	49	automation	automation	NOUN
ajceb-6964	135	50	of	of	ADP
ajceb-6964	135	51	construction	construction	NOUN
ajceb-6964	135	52	procurement	procurement	NOUN
ajceb-6964	135	53	process	process	NOUN
ajceb-6964	135	54	.711	.711	NUM
ajceb-6964	135	55	transparency	transparency	NOUN
ajceb-6964	135	56	in	in	ADP
ajceb-6964	135	57	the	the	DET
ajceb-6964	135	58	procurement	procurement	NOUN
ajceb-6964	135	59	of	of	ADP
ajceb-6964	135	60	construction	construction	NOUN
ajceb-6964	135	61	works	work	NOUN
ajceb-6964	135	62	and	and	CCONJ
ajceb-6964	135	63	services	service	NOUN
ajceb-6964	135	64	.647	.647	NUM
ajceb-6964	135	65	reduction	reduction	NOUN
ajceb-6964	135	66	of	of	ADP
ajceb-6964	135	67	paperwork	paperwork	NOUN
ajceb-6964	135	68	.615	.615	NUM
ajceb-6964	135	69	table	table	NOUN
ajceb-6964	135	70	4	4	NUM
ajceb-6964	135	71	continued	continue	VERB
ajceb-6964	135	72	egidario	egidario	PROPN
ajceb-6964	135	73	et	et	PROPN
ajceb-6964	135	74	al	al	PROPN
ajceb-6964	135	75	construction	construction	PROPN
ajceb-6964	135	76	economics	economic	NOUN
ajceb-6964	135	77	and	and	CCONJ
ajceb-6964	135	78	building	building	NOUN
ajceb-6964	135	79	,	,	PUNCT
ajceb-6964	135	80	vol	vol	NOUN
ajceb-6964	135	81	.	.	PROPN
ajceb-6964	135	82	20	20	NUM
ajceb-6964	135	83	,	,	PUNCT
ajceb-6964	135	84	no	no	INTJ
ajceb-6964	135	85	.	.	NOUN
ajceb-6964	135	86	1	1	NUM
ajceb-6964	135	87	,	,	PUNCT
ajceb-6964	135	88	march	march	PROPN
ajceb-6964	135	89	202068	202068	NUM
ajceb-6964	135	90	dimensions/	dimensions/	NUM
ajceb-6964	135	91	components	component	NOUN
ajceb-6964	135	92	component	component	NOUN
ajceb-6964	135	93	loadings	loading	NOUN
ajceb-6964	135	94	good	good	ADJ
ajceb-6964	135	95	inventory	inventory	NOUN
ajceb-6964	135	96	management/	management/	NUM
ajceb-6964	135	97	record	record	NOUN
ajceb-6964	135	98	keeping	keeping	NOUN
ajceb-6964	135	99	.748	.748	NUM
ajceb-6964	135	100	accountability	accountability	NOUN
ajceb-6964	135	101	by	by	ADP
ajceb-6964	135	102	providing	provide	VERB
ajceb-6964	135	103	audit	audit	NOUN
ajceb-6964	135	104	services	service	NOUN
ajceb-6964	135	105	trail	trail	VERB
ajceb-6964	135	106	.732	.732	NUM
ajceb-6964	135	107	easy	easy	ADJ
ajceb-6964	135	108	and	and	CCONJ
ajceb-6964	135	109	efficient	efficient	ADJ
ajceb-6964	135	110	monitoring	monitoring	NOUN
ajceb-6964	135	111	of	of	ADP
ajceb-6964	135	112	contract	contract	NOUN
ajceb-6964	135	113	execution	execution	NOUN
ajceb-6964	135	114	.680	.680	NUM
ajceb-6964	135	115	easier	easy	ADJ
ajceb-6964	135	116	and	and	CCONJ
ajceb-6964	135	117	faster	fast	ADJ
ajceb-6964	135	118	procurement	procurement	NOUN
ajceb-6964	135	119	process	process	NOUN
ajceb-6964	135	120	.705	.705	NUM
ajceb-6964	135	121	efficient	efficient	ADJ
ajceb-6964	135	122	and	and	CCONJ
ajceb-6964	135	123	secure	secure	ADJ
ajceb-6964	135	124	document	document	NOUN
ajceb-6964	135	125	transmission	transmission	NOUN
ajceb-6964	135	126	.704	.704	NUM
ajceb-6964	135	127	standardization	standardization	NOUN
ajceb-6964	135	128	of	of	ADP
ajceb-6964	135	129	project	project	NOUN
ajceb-6964	135	130	requirements	requirement	NOUN
ajceb-6964	135	131	.611	.611	VERB
ajceb-6964	135	132	managerial	managerial	ADJ
ajceb-6964	135	133	control	control	NOUN
ajceb-6964	135	134	and	and	CCONJ
ajceb-6964	135	135	collaboration	collaboration	NOUN
ajceb-6964	135	136	.618	.618	NUM
ajceb-6964	135	137	2	2	NUM
ajceb-6964	135	138	.	.	X
ajceb-6964	135	139	transparent	transparent	ADJ
ajceb-6964	135	140	bidding	bidding	NOUN
ajceb-6964	135	141	process	process	NOUN
ajceb-6964	135	142	reduction	reduction	NOUN
ajceb-6964	135	143	in	in	ADP
ajceb-6964	135	144	cartel	cartel	NOUN
ajceb-6964	135	145	formation	formation	NOUN
ajceb-6964	135	146	,	,	PUNCT
ajceb-6964	135	147	collusion	collusion	NOUN
ajceb-6964	135	148	and	and	CCONJ
ajceb-6964	135	149	riggings	rigging	NOUN
ajceb-6964	135	150	in	in	ADP
ajceb-6964	135	151	online	online	ADJ
ajceb-6964	135	152	bidding	bidding	NOUN
ajceb-6964	135	153	.999	.999	NUM
ajceb-6964	135	154	better	well	ADJ
ajceb-6964	135	155	status	status	NOUN
ajceb-6964	135	156	monitoring	monitoring	NOUN
ajceb-6964	135	157	and	and	CCONJ
ajceb-6964	135	158	tracking	tracking	NOUN
ajceb-6964	135	159	of	of	ADP
ajceb-6964	135	160	applications	application	NOUN
ajceb-6964	135	161	.999	.999	NUM
ajceb-6964	135	162	better	well	ADJ
ajceb-6964	135	163	interactions	interaction	NOUN
ajceb-6964	135	164	among	among	ADP
ajceb-6964	135	165	stakeholders	stakeholder	NOUN
ajceb-6964	135	166	through	through	ADP
ajceb-6964	135	167	online	online	ADJ
ajceb-6964	135	168	system	system	NOUN
ajceb-6964	135	169	.999	.999	NUM
ajceb-6964	135	170	table	table	NOUN
ajceb-6964	135	171	5	5	NUM
ajceb-6964	135	172	continued	continue	VERB
ajceb-6964	135	173	exploring	explore	VERB
ajceb-6964	135	174	anti	anti	ADJ
ajceb-6964	135	175	-	-	ADJ
ajceb-6964	135	176	corruption	corruption	ADJ
ajceb-6964	135	177	capabilities	capability	NOUN
ajceb-6964	135	178	of	of	ADP
ajceb-6964	135	179	e	e	NOUN
ajceb-6964	135	180	-	-	NOUN
ajceb-6964	135	181	procurement	procurement	NOUN
ajceb-6964	135	182	in	in	ADP
ajceb-6964	135	183	construction	construction	NOUN
ajceb-6964	135	184	project	project	NOUN
ajceb-6964	135	185	delivery	delivery	NOUN
ajceb-6964	135	186	in	in	ADP
ajceb-6964	135	187	nigeria	nigeria	PROPN
ajceb-6964	135	188	construction	construction	NOUN
ajceb-6964	135	189	economics	economic	NOUN
ajceb-6964	135	190	and	and	CCONJ
ajceb-6964	135	191	building	building	NOUN
ajceb-6964	135	192	,	,	PUNCT
ajceb-6964	135	193	vol	vol	NOUN
ajceb-6964	135	194	.	.	PROPN
ajceb-6964	135	195	20	20	NUM
ajceb-6964	135	196	,	,	PUNCT
ajceb-6964	135	197	no	no	INTJ
ajceb-6964	135	198	.	.	NOUN
ajceb-6964	135	199	1	1	NUM
ajceb-6964	135	200	,	,	PUNCT
ajceb-6964	135	201	march	march	PROPN
ajceb-6964	135	202	202069	202069	NUM
ajceb-6964	135	203	dimensions/	dimensions/	NUM
ajceb-6964	135	204	components	component	NOUN
ajceb-6964	135	205	component	component	NOUN
ajceb-6964	135	206	loadings	loading	NOUN
ajceb-6964	135	207	3	3	NUM
ajceb-6964	135	208	.	.	PUNCT
ajceb-6964	135	209	improvement	improvement	NOUN
ajceb-6964	135	210	of	of	ADP
ajceb-6964	135	211	competition	competition	NOUN
ajceb-6964	135	212	among	among	ADP
ajceb-6964	135	213	bidders	bidder	NOUN
ajceb-6964	135	214	and	and	CCONJ
ajceb-6964	135	215	reduction	reduction	NOUN
ajceb-6964	135	216	in	in	ADP
ajceb-6964	135	217	the	the	DET
ajceb-6964	135	218	number	number	NOUN
ajceb-6964	135	219	of	of	ADP
ajceb-6964	135	220	unnecessary	unnecessary	ADJ
ajceb-6964	135	221	projects	project	NOUN
ajceb-6964	135	222	increased	increase	VERB
ajceb-6964	135	223	competition	competition	NOUN
ajceb-6964	135	224	among	among	ADP
ajceb-6964	135	225	bidders	bidder	NOUN
ajceb-6964	135	226	or	or	CCONJ
ajceb-6964	135	227	suppliers	supplier	NOUN
ajceb-6964	135	228	.561	.561	NUM
ajceb-6964	135	229	reduction	reduction	NOUN
ajceb-6964	135	230	in	in	ADP
ajceb-6964	135	231	the	the	DET
ajceb-6964	135	232	number	number	NOUN
ajceb-6964	135	233	of	of	ADP
ajceb-6964	135	234	unnecessary	unnecessary	ADJ
ajceb-6964	135	235	projects	project	NOUN
ajceb-6964	135	236	.530	.530	NUM
ajceb-6964	135	237	4	4	X
ajceb-6964	135	238	.	.	PUNCT
ajceb-6964	136	1	disclosure	disclosure	NOUN
ajceb-6964	136	2	of	of	ADP
ajceb-6964	136	3	procurement	procurement	NOUN
ajceb-6964	136	4	information	information	NOUN
ajceb-6964	136	5	disclosure	disclosure	NOUN
ajceb-6964	136	6	of	of	ADP
ajceb-6964	136	7	procurement	procurement	NOUN
ajceb-6964	136	8	related	relate	VERB
ajceb-6964	136	9	information	information	NOUN
ajceb-6964	136	10	.635	.635	NUM
ajceb-6964	136	11	5	5	NUM
ajceb-6964	136	12	.	.	PUNCT
ajceb-6964	136	13	reduction	reduction	NOUN
ajceb-6964	136	14	in	in	ADP
ajceb-6964	136	15	physical	physical	ADJ
ajceb-6964	136	16	human	human	ADJ
ajceb-6964	136	17	interactions	interaction	NOUN
ajceb-6964	136	18	in	in	ADP
ajceb-6964	136	19	bidding	bidding	NOUN
ajceb-6964	136	20	process	process	NOUN
ajceb-6964	136	21	reduction	reduction	NOUN
ajceb-6964	136	22	of	of	ADP
ajceb-6964	136	23	direct	direct	ADJ
ajceb-6964	136	24	human	human	ADJ
ajceb-6964	136	25	interactions	interaction	NOUN
ajceb-6964	136	26	in	in	ADP
ajceb-6964	136	27	bidding	bidding	NOUN
ajceb-6964	136	28	process	process	NOUN
ajceb-6964	136	29	.628	.628	NUM
ajceb-6964	136	30	variable	variable	ADJ
ajceb-6964	136	31	principal	principal	ADJ
ajceb-6964	136	32	normalization	normalization	NOUN
ajceb-6964	136	33	.	.	PUNCT
ajceb-6964	137	1	discussion	discussion	NOUN
ajceb-6964	137	2	from	from	ADP
ajceb-6964	137	3	this	this	DET
ajceb-6964	137	4	research	research	NOUN
ajceb-6964	137	5	,	,	PUNCT
ajceb-6964	137	6	it	it	PRON
ajceb-6964	137	7	was	be	AUX
ajceb-6964	137	8	found	find	VERB
ajceb-6964	137	9	that	that	SCONJ
ajceb-6964	137	10	all	all	DET
ajceb-6964	137	11	the	the	DET
ajceb-6964	137	12	18	18	NUM
ajceb-6964	137	13	items	item	NOUN
ajceb-6964	137	14	investigated	investigate	VERB
ajceb-6964	137	15	are	be	AUX
ajceb-6964	137	16	among	among	ADP
ajceb-6964	137	17	the	the	DET
ajceb-6964	137	18	capabilities	capability	NOUN
ajceb-6964	137	19	of	of	ADP
ajceb-6964	137	20	e	e	NOUN
ajceb-6964	137	21	-	-	NOUN
ajceb-6964	137	22	procurement	procurement	NOUN
ajceb-6964	137	23	in	in	ADP
ajceb-6964	137	24	checking	check	VERB
ajceb-6964	137	25	corruption	corruption	NOUN
ajceb-6964	137	26	in	in	ADP
ajceb-6964	137	27	construction	construction	NOUN
ajceb-6964	137	28	project	project	NOUN
ajceb-6964	137	29	delivery	delivery	NOUN
ajceb-6964	137	30	,	,	PUNCT
ajceb-6964	137	31	which	which	PRON
ajceb-6964	137	32	seems	seem	VERB
ajceb-6964	137	33	to	to	PART
ajceb-6964	137	34	provide	provide	VERB
ajceb-6964	137	35	support	support	NOUN
ajceb-6964	137	36	to	to	ADP
ajceb-6964	137	37	the	the	DET
ajceb-6964	137	38	findings	finding	NOUN
ajceb-6964	137	39	of	of	ADP
ajceb-6964	137	40	previous	previous	ADJ
ajceb-6964	137	41	studies	study	NOUN
ajceb-6964	137	42	on	on	ADP
ajceb-6964	137	43	the	the	DET
ajceb-6964	137	44	anti	anti	ADJ
ajceb-6964	137	45	-	-	ADJ
ajceb-6964	137	46	corruption	corruption	ADJ
ajceb-6964	137	47	capabilities	capability	NOUN
ajceb-6964	137	48	of	of	ADP
ajceb-6964	137	49	e	e	NOUN
ajceb-6964	137	50	-	-	NOUN
ajceb-6964	137	51	procurement	procurement	NOUN
ajceb-6964	137	52	in	in	ADP
ajceb-6964	137	53	public	public	ADJ
ajceb-6964	137	54	procurement	procurement	NOUN
ajceb-6964	137	55	(	(	PUNCT
ajceb-6964	137	56	sohail	sohail	PROPN
ajceb-6964	137	57	and	and	CCONJ
ajceb-6964	137	58	cavill	cavill	PROPN
ajceb-6964	137	59	,	,	PUNCT
ajceb-6964	137	60	2008	2008	NUM
ajceb-6964	137	61	;	;	PUNCT
ajceb-6964	137	62	neupane	neupane	ADJ
ajceb-6964	137	63	,	,	PUNCT
ajceb-6964	137	64	soar	soar	PROPN
ajceb-6964	137	65	and	and	CCONJ
ajceb-6964	137	66	vaidya	vaidya	PROPN
ajceb-6964	137	67	2012	2012	NUM
ajceb-6964	137	68	;	;	PUNCT
ajceb-6964	137	69	oecd	oecd	PROPN
ajceb-6964	137	70	,	,	PUNCT
ajceb-6964	137	71	2016	2016	NUM
ajceb-6964	137	72	)	)	PUNCT
ajceb-6964	137	73	.	.	PUNCT
ajceb-6964	138	1	analysis	analysis	NOUN
ajceb-6964	138	2	of	of	ADP
ajceb-6964	138	3	the	the	DET
ajceb-6964	138	4	results	result	NOUN
ajceb-6964	138	5	of	of	ADP
ajceb-6964	138	6	the	the	DET
ajceb-6964	138	7	relative	relative	ADJ
ajceb-6964	138	8	importance	importance	NOUN
ajceb-6964	138	9	index	index	NOUN
ajceb-6964	138	10	for	for	ADP
ajceb-6964	138	11	each	each	PRON
ajceb-6964	138	12	of	of	ADP
ajceb-6964	138	13	the	the	DET
ajceb-6964	138	14	capabilities	capability	NOUN
ajceb-6964	138	15	investigated	investigate	VERB
ajceb-6964	138	16	reveals	reveal	VERB
ajceb-6964	138	17	that	that	SCONJ
ajceb-6964	138	18	the	the	DET
ajceb-6964	138	19	most	most	ADV
ajceb-6964	138	20	important	important	ADJ
ajceb-6964	138	21	anti	anti	ADJ
ajceb-6964	138	22	-	-	ADJ
ajceb-6964	138	23	corruption	corruption	ADJ
ajceb-6964	138	24	capability	capability	NOUN
ajceb-6964	138	25	of	of	ADP
ajceb-6964	138	26	e	e	NOUN
ajceb-6964	138	27	-	-	NOUN
ajceb-6964	138	28	procurement	procurement	NOUN
ajceb-6964	138	29	is	be	AUX
ajceb-6964	138	30	good	good	ADJ
ajceb-6964	138	31	inventory	inventory	NOUN
ajceb-6964	138	32	management	management	NOUN
ajceb-6964	138	33	/	/	SYM
ajceb-6964	138	34	record	record	NOUN
ajceb-6964	138	35	keeping	keeping	NOUN
ajceb-6964	138	36	.	.	PUNCT
ajceb-6964	139	1	this	this	DET
ajceb-6964	139	2	result	result	NOUN
ajceb-6964	139	3	did	do	AUX
ajceb-6964	139	4	not	not	PART
ajceb-6964	139	5	come	come	VERB
ajceb-6964	139	6	as	as	ADP
ajceb-6964	139	7	a	a	DET
ajceb-6964	139	8	surprise	surprise	NOUN
ajceb-6964	139	9	because	because	SCONJ
ajceb-6964	139	10	the	the	DET
ajceb-6964	139	11	existing	exist	VERB
ajceb-6964	139	12	studies	study	NOUN
ajceb-6964	139	13	(	(	PUNCT
ajceb-6964	139	14	eadie	eadie	PROPN
ajceb-6964	139	15	,	,	PUNCT
ajceb-6964	139	16	et	et	PROPN
ajceb-6964	139	17	al	al	PROPN
ajceb-6964	139	18	.	.	PROPN
ajceb-6964	139	19	,	,	PUNCT
ajceb-6964	139	20	2007	2007	NUM
ajceb-6964	139	21	;	;	PUNCT
ajceb-6964	139	22	ibem	ibem	NOUN
ajceb-6964	139	23	and	and	CCONJ
ajceb-6964	139	24	laryea	laryea	NOUN
ajceb-6964	139	25	,	,	PUNCT
ajceb-6964	139	26	2015	2015	NUM
ajceb-6964	139	27	;	;	PUNCT
ajceb-6964	139	28	nawi	nawi	VERB
ajceb-6964	139	29	,	,	PUNCT
ajceb-6964	139	30	et	et	PROPN
ajceb-6964	139	31	al	al	PROPN
ajceb-6964	139	32	.	.	PROPN
ajceb-6964	139	33	,	,	PUNCT
ajceb-6964	139	34	2017	2017	NUM
ajceb-6964	139	35	)	)	PUNCT
ajceb-6964	139	36	have	have	AUX
ajceb-6964	139	37	shown	show	VERB
ajceb-6964	139	38	that	that	SCONJ
ajceb-6964	139	39	one	one	NUM
ajceb-6964	139	40	of	of	ADP
ajceb-6964	139	41	the	the	DET
ajceb-6964	139	42	reasons	reason	NOUN
ajceb-6964	139	43	why	why	SCONJ
ajceb-6964	139	44	e	e	X
ajceb-6964	139	45	-	-	NOUN
ajceb-6964	139	46	procurement	procurement	NOUN
ajceb-6964	139	47	was	be	AUX
ajceb-6964	139	48	increasingly	increasingly	ADV
ajceb-6964	139	49	gaining	gain	VERB
ajceb-6964	139	50	acceptance	acceptance	NOUN
ajceb-6964	139	51	in	in	ADP
ajceb-6964	139	52	construction	construction	NOUN
ajceb-6964	139	53	project	project	NOUN
ajceb-6964	139	54	delivery	delivery	NOUN
ajceb-6964	139	55	is	be	AUX
ajceb-6964	139	56	that	that	SCONJ
ajceb-6964	139	57	it	it	PRON
ajceb-6964	139	58	has	have	VERB
ajceb-6964	139	59	several	several	ADJ
ajceb-6964	139	60	advantages	advantage	NOUN
ajceb-6964	139	61	over	over	ADP
ajceb-6964	139	62	the	the	DET
ajceb-6964	139	63	manual	manual	ADJ
ajceb-6964	139	64	and	and	CCONJ
ajceb-6964	139	65	paper	paper	NOUN
ajceb-6964	139	66	-	-	PUNCT
ajceb-6964	139	67	based	base	VERB
ajceb-6964	139	68	method	method	NOUN
ajceb-6964	139	69	of	of	ADP
ajceb-6964	139	70	acquiring	acquire	VERB
ajceb-6964	139	71	goods	good	NOUN
ajceb-6964	139	72	,	,	PUNCT
ajceb-6964	139	73	works	work	NOUN
ajceb-6964	139	74	and	and	CCONJ
ajceb-6964	139	75	services	service	NOUN
ajceb-6964	139	76	as	as	SCONJ
ajceb-6964	139	77	it	it	PRON
ajceb-6964	139	78	engenders	engender	VERB
ajceb-6964	139	79	effective	effective	ADJ
ajceb-6964	139	80	and	and	CCONJ
ajceb-6964	139	81	efficient	efficient	ADJ
ajceb-6964	139	82	record	record	NOUN
ajceb-6964	139	83	keeping	keeping	NOUN
ajceb-6964	139	84	,	,	PUNCT
ajceb-6964	139	85	data	datum	NOUN
ajceb-6964	139	86	storage	storage	NOUN
ajceb-6964	139	87	,	,	PUNCT
ajceb-6964	139	88	retrieval	retrieval	NOUN
ajceb-6964	139	89	and	and	CCONJ
ajceb-6964	139	90	dissemination	dissemination	NOUN
ajceb-6964	139	91	.	.	PUNCT
ajceb-6964	140	1	others	other	NOUN
ajceb-6964	140	2	are	be	AUX
ajceb-6964	140	3	lower	low	ADJ
ajceb-6964	140	4	transaction	transaction	NOUN
ajceb-6964	140	5	cost	cost	NOUN
ajceb-6964	140	6	,	,	PUNCT
ajceb-6964	140	7	shorter	short	ADJ
ajceb-6964	140	8	procurement	procurement	NOUN
ajceb-6964	140	9	turnaround	turnaround	NOUN
ajceb-6964	140	10	time	time	NOUN
ajceb-6964	140	11	,	,	PUNCT
ajceb-6964	140	12	easier	easy	ADJ
ajceb-6964	140	13	storage	storage	NOUN
ajceb-6964	140	14	,	,	PUNCT
ajceb-6964	140	15	faster	fast	ADJ
ajceb-6964	140	16	retrieval	retrieval	NOUN
ajceb-6964	140	17	and	and	CCONJ
ajceb-6964	140	18	exchange	exchange	NOUN
ajceb-6964	140	19	of	of	ADP
ajceb-6964	140	20	project	project	NOUN
ajceb-6964	140	21	information	information	NOUN
ajceb-6964	140	22	,	,	PUNCT
ajceb-6964	140	23	involvement	involvement	NOUN
ajceb-6964	140	24	of	of	ADP
ajceb-6964	140	25	less	less	ADJ
ajceb-6964	140	26	paperwork	paperwork	NOUN
ajceb-6964	140	27	,	,	PUNCT
ajceb-6964	140	28	automation	automation	NOUN
ajceb-6964	140	29	of	of	ADP
ajceb-6964	140	30	project	project	NOUN
ajceb-6964	140	31	delivery	delivery	NOUN
ajceb-6964	140	32	activities	activity	NOUN
ajceb-6964	140	33	and	and	CCONJ
ajceb-6964	140	34	processes	process	NOUN
ajceb-6964	140	35	,	,	PUNCT
ajceb-6964	140	36	transparency	transparency	NOUN
ajceb-6964	140	37	and	and	CCONJ
ajceb-6964	140	38	accountability	accountability	NOUN
ajceb-6964	140	39	,	,	PUNCT
ajceb-6964	140	40	less	less	ADJ
ajceb-6964	140	41	involvement	involvement	NOUN
ajceb-6964	140	42	of	of	ADP
ajceb-6964	140	43	faceto	faceto	NOUN
ajceb-6964	140	44	-	-	PUNCT
ajceb-6964	140	45	face	face	NOUN
ajceb-6964	140	46	human	human	ADJ
ajceb-6964	140	47	contacts	contact	NOUN
ajceb-6964	140	48	and	and	CCONJ
ajceb-6964	140	49	reduction	reduction	NOUN
ajceb-6964	140	50	of	of	ADP
ajceb-6964	140	51	errors	error	NOUN
ajceb-6964	140	52	in	in	ADP
ajceb-6964	140	53	information	information	NOUN
ajceb-6964	140	54	management	management	NOUN
ajceb-6964	140	55	.	.	PUNCT
ajceb-6964	141	1	this	this	PRON
ajceb-6964	141	2	probably	probably	ADV
ajceb-6964	141	3	explains	explain	VERB
ajceb-6964	141	4	why	why	SCONJ
ajceb-6964	141	5	the	the	DET
ajceb-6964	141	6	first	first	ADJ
ajceb-6964	141	7	of	of	ADP
ajceb-6964	141	8	the	the	DET
ajceb-6964	141	9	five	five	NUM
ajceb-6964	141	10	underlying	underlie	VERB
ajceb-6964	141	11	dimensions	dimension	NOUN
ajceb-6964	141	12	of	of	ADP
ajceb-6964	141	13	the	the	DET
ajceb-6964	141	14	capabilities	capability	NOUN
ajceb-6964	141	15	of	of	ADP
ajceb-6964	141	16	e	e	NOUN
ajceb-6964	141	17	-	-	NOUN
ajceb-6964	141	18	procurement	procurement	NOUN
ajceb-6964	141	19	that	that	PRON
ajceb-6964	141	20	reduce	reduce	VERB
ajceb-6964	141	21	the	the	DET
ajceb-6964	141	22	incidences	incidence	NOUN
ajceb-6964	141	23	of	of	ADP
ajceb-6964	141	24	corruption	corruption	NOUN
ajceb-6964	141	25	,	,	PUNCT
ajceb-6964	141	26	identified	identify	VERB
ajceb-6964	141	27	in	in	ADP
ajceb-6964	141	28	table	table	NOUN
ajceb-6964	141	29	5	5	NUM
ajceb-6964	141	30	is	be	AUX
ajceb-6964	141	31	also	also	ADV
ajceb-6964	141	32	related	relate	VERB
ajceb-6964	141	33	to	to	ADP
ajceb-6964	141	34	the	the	DET
ajceb-6964	141	35	advantage	advantage	NOUN
ajceb-6964	141	36	of	of	ADP
ajceb-6964	141	37	e	e	NOUN
ajceb-6964	141	38	-	-	NOUN
ajceb-6964	141	39	procurement	procurement	NOUN
ajceb-6964	141	40	over	over	ADP
ajceb-6964	141	41	the	the	DET
ajceb-6964	141	42	traditional	traditional	ADJ
ajceb-6964	141	43	paper	paper	NOUN
ajceb-6964	141	44	-	-	PUNCT
ajceb-6964	141	45	based	base	VERB
ajceb-6964	141	46	method	method	NOUN
ajceb-6964	141	47	of	of	ADP
ajceb-6964	141	48	construction	construction	NOUN
ajceb-6964	141	49	procurement	procurement	NOUN
ajceb-6964	141	50	.	.	PUNCT
ajceb-6964	142	1	these	these	DET
ajceb-6964	142	2	features	feature	NOUN
ajceb-6964	142	3	,	,	PUNCT
ajceb-6964	142	4	according	accord	VERB
ajceb-6964	142	5	to	to	ADP
ajceb-6964	142	6	zunk	zunk	NOUN
ajceb-6964	142	7	,	,	PUNCT
ajceb-6964	142	8	et	et	PROPN
ajceb-6964	142	9	al	al	PROPN
ajceb-6964	142	10	.	.	PUNCT
ajceb-6964	143	1	(	(	PUNCT
ajceb-6964	143	2	2014	2014	NUM
ajceb-6964	143	3	)	)	PUNCT
ajceb-6964	143	4	can	can	AUX
ajceb-6964	143	5	help	help	VERB
ajceb-6964	143	6	to	to	PART
ajceb-6964	143	7	check	check	VERB
ajceb-6964	143	8	the	the	DET
ajceb-6964	143	9	incidences	incidence	NOUN
ajceb-6964	143	10	of	of	ADP
ajceb-6964	143	11	corrupt	corrupt	ADJ
ajceb-6964	143	12	practices	practice	NOUN
ajceb-6964	143	13	such	such	ADJ
ajceb-6964	143	14	as	as	ADP
ajceb-6964	143	15	fraud	fraud	NOUN
ajceb-6964	143	16	,	,	PUNCT
ajceb-6964	143	17	forgery	forgery	NOUN
ajceb-6964	143	18	,	,	PUNCT
ajceb-6964	143	19	embezzlement	embezzlement	NOUN
ajceb-6964	143	20	,	,	PUNCT
ajceb-6964	143	21	formation	formation	NOUN
ajceb-6964	143	22	of	of	ADP
ajceb-6964	143	23	cartels	cartel	NOUN
ajceb-6964	143	24	by	by	ADP
ajceb-6964	143	25	bidders	bidder	NOUN
ajceb-6964	143	26	in	in	ADP
ajceb-6964	143	27	construction	construction	NOUN
ajceb-6964	143	28	project	project	NOUN
ajceb-6964	143	29	delivery	delivery	NOUN
ajceb-6964	143	30	.	.	PUNCT
ajceb-6964	144	1	this	this	PRON
ajceb-6964	144	2	suggests	suggest	VERB
ajceb-6964	144	3	that	that	SCONJ
ajceb-6964	144	4	e	e	NOUN
ajceb-6964	144	5	-	-	NOUN
ajceb-6964	144	6	procurement	procurement	ADJ
ajceb-6964	144	7	use	use	NOUN
ajceb-6964	144	8	can	can	AUX
ajceb-6964	144	9	help	help	VERB
ajceb-6964	144	10	to	to	PART
ajceb-6964	144	11	address	address	VERB
ajceb-6964	144	12	issues	issue	NOUN
ajceb-6964	144	13	of	of	ADP
ajceb-6964	144	14	poor	poor	ADJ
ajceb-6964	144	15	documentation	documentation	NOUN
ajceb-6964	144	16	,	,	PUNCT
ajceb-6964	144	17	record	record	NOUN
ajceb-6964	144	18	keeping	keeping	NOUN
ajceb-6964	144	19	and	and	CCONJ
ajceb-6964	144	20	inability	inability	NOUN
ajceb-6964	144	21	to	to	PART
ajceb-6964	144	22	trace	trace	VERB
ajceb-6964	144	23	payments	payment	NOUN
ajceb-6964	144	24	which	which	PRON
ajceb-6964	144	25	previous	previous	ADJ
ajceb-6964	144	26	authors	author	NOUN
ajceb-6964	144	27	(	(	PUNCT
ajceb-6964	144	28	stansbury	stansbury	NOUN
ajceb-6964	144	29	,	,	PUNCT
ajceb-6964	144	30	2005	2005	NUM
ajceb-6964	144	31	;	;	PUNCT
ajceb-6964	144	32	boyd	boyd	PROPN
ajceb-6964	144	33	and	and	CCONJ
ajceb-6964	144	34	padilla	padilla	PROPN
ajceb-6964	144	35	,	,	PUNCT
ajceb-6964	144	36	2009	2009	NUM
ajceb-6964	144	37	;	;	PUNCT
ajceb-6964	144	38	hardoon	hardoon	NOUN
ajceb-6964	144	39	and	and	CCONJ
ajceb-6964	144	40	heinrich	heinrich	NOUN
ajceb-6964	144	41	,	,	PUNCT
ajceb-6964	144	42	2011	2011	NUM
ajceb-6964	144	43	)	)	PUNCT
ajceb-6964	144	44	had	have	AUX
ajceb-6964	144	45	identified	identify	VERB
ajceb-6964	144	46	as	as	ADP
ajceb-6964	144	47	egidario	egidario	PROPN
ajceb-6964	144	48	et	et	PROPN
ajceb-6964	144	49	al	al	PROPN
ajceb-6964	144	50	construction	construction	PROPN
ajceb-6964	144	51	economics	economic	NOUN
ajceb-6964	144	52	and	and	CCONJ
ajceb-6964	144	53	building	building	NOUN
ajceb-6964	144	54	,	,	PUNCT
ajceb-6964	144	55	vol	vol	NOUN
ajceb-6964	144	56	.	.	PROPN
ajceb-6964	144	57	20	20	NUM
ajceb-6964	144	58	,	,	PUNCT
ajceb-6964	144	59	no	no	INTJ
ajceb-6964	144	60	.	.	NOUN
ajceb-6964	144	61	1	1	NUM
ajceb-6964	144	62	,	,	PUNCT
ajceb-6964	144	63	march	march	PROPN
ajceb-6964	144	64	202070	202070	NUM
ajceb-6964	144	65	some	some	PRON
ajceb-6964	144	66	of	of	ADP
ajceb-6964	144	67	the	the	DET
ajceb-6964	144	68	issues	issue	NOUN
ajceb-6964	144	69	that	that	PRON
ajceb-6964	144	70	promote	promote	VERB
ajceb-6964	144	71	corruption	corruption	NOUN
ajceb-6964	144	72	in	in	ADP
ajceb-6964	144	73	construction	construction	NOUN
ajceb-6964	144	74	project	project	NOUN
ajceb-6964	144	75	delivery	delivery	NOUN
ajceb-6964	144	76	.	.	PUNCT
ajceb-6964	145	1	in	in	ADP
ajceb-6964	145	2	this	this	DET
ajceb-6964	145	3	regard	regard	NOUN
ajceb-6964	145	4	,	,	PUNCT
ajceb-6964	145	5	it	it	PRON
ajceb-6964	145	6	can	can	AUX
ajceb-6964	145	7	be	be	AUX
ajceb-6964	145	8	inferred	infer	VERB
ajceb-6964	145	9	that	that	SCONJ
ajceb-6964	145	10	e	e	NOUN
ajceb-6964	145	11	-	-	NOUN
ajceb-6964	145	12	procurement	procurement	NOUN
ajceb-6964	145	13	can	can	AUX
ajceb-6964	145	14	help	help	VERB
ajceb-6964	145	15	to	to	PART
ajceb-6964	145	16	reduce	reduce	VERB
ajceb-6964	145	17	fraud	fraud	NOUN
ajceb-6964	145	18	and	and	CCONJ
ajceb-6964	145	19	unauthorized	unauthorized	ADJ
ajceb-6964	145	20	alteration	alteration	NOUN
ajceb-6964	145	21	of	of	ADP
ajceb-6964	145	22	written	write	VERB
ajceb-6964	145	23	documents	document	NOUN
ajceb-6964	145	24	(	(	PUNCT
ajceb-6964	145	25	forgery	forgery	NOUN
ajceb-6964	145	26	)	)	PUNCT
ajceb-6964	145	27	in	in	ADP
ajceb-6964	145	28	construction	construction	NOUN
ajceb-6964	145	29	project	project	NOUN
ajceb-6964	145	30	delivery	delivery	NOUN
ajceb-6964	145	31	.	.	PUNCT
ajceb-6964	146	1	the	the	DET
ajceb-6964	146	2	next	next	ADJ
ajceb-6964	146	3	most	most	ADV
ajceb-6964	146	4	important	important	ADJ
ajceb-6964	146	5	anti	anti	ADJ
ajceb-6964	146	6	-	-	ADJ
ajceb-6964	146	7	corruption	corruption	ADJ
ajceb-6964	146	8	capability	capability	NOUN
ajceb-6964	146	9	of	of	ADP
ajceb-6964	146	10	e	e	NOUN
ajceb-6964	146	11	-	-	NOUN
ajceb-6964	146	12	procurement	procurement	ADJ
ajceb-6964	146	13	identified	identify	VERB
ajceb-6964	146	14	is	be	AUX
ajceb-6964	146	15	linked	link	VERB
ajceb-6964	146	16	to	to	ADP
ajceb-6964	146	17	the	the	DET
ajceb-6964	146	18	benefits	benefit	NOUN
ajceb-6964	146	19	of	of	ADP
ajceb-6964	146	20	accountability	accountability	NOUN
ajceb-6964	146	21	through	through	ADP
ajceb-6964	146	22	the	the	DET
ajceb-6964	146	23	provision	provision	NOUN
ajceb-6964	146	24	of	of	ADP
ajceb-6964	146	25	audit	audit	NOUN
ajceb-6964	146	26	services	service	NOUN
ajceb-6964	146	27	trail	trail	VERB
ajceb-6964	146	28	in	in	ADP
ajceb-6964	146	29	transactions	transaction	NOUN
ajceb-6964	146	30	associated	associate	VERB
ajceb-6964	146	31	with	with	ADP
ajceb-6964	146	32	construction	construction	NOUN
ajceb-6964	146	33	project	project	NOUN
ajceb-6964	146	34	delivery	delivery	NOUN
ajceb-6964	146	35	.	.	PUNCT
ajceb-6964	147	1	notably	notably	ADV
ajceb-6964	147	2	,	,	PUNCT
ajceb-6964	147	3	previous	previous	ADJ
ajceb-6964	147	4	authors	author	NOUN
ajceb-6964	147	5	(	(	PUNCT
ajceb-6964	147	6	sohail	sohail	PROPN
ajceb-6964	147	7	,	,	PUNCT
ajceb-6964	147	8	and	and	CCONJ
ajceb-6964	147	9	cahill	cahill	PROPN
ajceb-6964	147	10	,	,	PUNCT
ajceb-6964	147	11	2008	2008	NUM
ajceb-6964	147	12	;	;	PUNCT
ajceb-6964	147	13	hardoon	hardoon	NOUN
ajceb-6964	147	14	and	and	CCONJ
ajceb-6964	147	15	heinrich	heinrich	NOUN
ajceb-6964	147	16	,	,	PUNCT
ajceb-6964	147	17	2011	2011	NUM
ajceb-6964	147	18	)	)	PUNCT
ajceb-6964	147	19	had	have	AUX
ajceb-6964	147	20	observed	observe	VERB
ajceb-6964	147	21	that	that	SCONJ
ajceb-6964	147	22	corruption	corruption	NOUN
ajceb-6964	147	23	thrives	thrive	VERB
ajceb-6964	147	24	in	in	ADP
ajceb-6964	147	25	construction	construction	NOUN
ajceb-6964	147	26	because	because	SCONJ
ajceb-6964	147	27	of	of	ADP
ajceb-6964	147	28	the	the	DET
ajceb-6964	147	29	lack	lack	NOUN
ajceb-6964	147	30	of	of	ADP
ajceb-6964	147	31	sufficient	sufficient	ADJ
ajceb-6964	147	32	transparency	transparency	NOUN
ajceb-6964	147	33	and	and	CCONJ
ajceb-6964	147	34	accountability	accountability	NOUN
ajceb-6964	147	35	.	.	PUNCT
ajceb-6964	148	1	according	accord	VERB
ajceb-6964	148	2	to	to	ADP
ajceb-6964	148	3	boyd	boyd	PROPN
ajceb-6964	148	4	and	and	CCONJ
ajceb-6964	148	5	padilla	padilla	PROPN
ajceb-6964	148	6	(	(	PUNCT
ajceb-6964	148	7	2009	2009	NUM
ajceb-6964	148	8	)	)	PUNCT
ajceb-6964	148	9	,	,	PUNCT
ajceb-6964	148	10	audit	audit	NOUN
ajceb-6964	148	11	services	service	NOUN
ajceb-6964	148	12	trail	trail	NOUN
ajceb-6964	148	13	helps	help	VERB
ajceb-6964	148	14	to	to	PART
ajceb-6964	148	15	address	address	VERB
ajceb-6964	148	16	the	the	DET
ajceb-6964	148	17	issue	issue	NOUN
ajceb-6964	148	18	of	of	ADP
ajceb-6964	148	19	lack	lack	NOUN
ajceb-6964	148	20	of	of	ADP
ajceb-6964	148	21	transparency	transparency	NOUN
ajceb-6964	148	22	and	and	CCONJ
ajceb-6964	148	23	accountability	accountability	NOUN
ajceb-6964	148	24	,	,	PUNCT
ajceb-6964	148	25	while	while	SCONJ
ajceb-6964	148	26	neupane	neupane	ADJ
ajceb-6964	148	27	,	,	PUNCT
ajceb-6964	148	28	soar	soar	PROPN
ajceb-6964	148	29	and	and	CCONJ
ajceb-6964	148	30	vaidya	vaidya	PROPN
ajceb-6964	148	31	(	(	PUNCT
ajceb-6964	148	32	2012	2012	NUM
ajceb-6964	148	33	)	)	PUNCT
ajceb-6964	148	34	explained	explain	VERB
ajceb-6964	148	35	that	that	SCONJ
ajceb-6964	148	36	it	it	PRON
ajceb-6964	148	37	reduces	reduce	VERB
ajceb-6964	148	38	the	the	DET
ajceb-6964	148	39	level	level	NOUN
ajceb-6964	148	40	of	of	ADP
ajceb-6964	148	41	secrecy	secrecy	NOUN
ajceb-6964	148	42	and	and	CCONJ
ajceb-6964	148	43	information	information	NOUN
ajceb-6964	148	44	asymmetry	asymmetry	NOUN
ajceb-6964	148	45	,	,	PUNCT
ajceb-6964	148	46	alteration	alteration	NOUN
ajceb-6964	148	47	or	or	CCONJ
ajceb-6964	148	48	falsification	falsification	NOUN
ajceb-6964	148	49	of	of	ADP
ajceb-6964	148	50	project	project	NOUN
ajceb-6964	148	51	information	information	NOUN
ajceb-6964	148	52	.	.	PUNCT
ajceb-6964	149	1	these	these	PRON
ajceb-6964	149	2	might	might	AUX
ajceb-6964	149	3	help	help	VERB
ajceb-6964	149	4	to	to	PART
ajceb-6964	149	5	explain	explain	VERB
ajceb-6964	149	6	why	why	SCONJ
ajceb-6964	149	7	the	the	DET
ajceb-6964	149	8	second	second	ADJ
ajceb-6964	149	9	most	most	ADV
ajceb-6964	149	10	important	important	ADJ
ajceb-6964	149	11	anti	anti	ADJ
ajceb-6964	149	12	-	-	ADJ
ajceb-6964	149	13	corruption	corruption	ADJ
ajceb-6964	149	14	capabilities	capability	NOUN
ajceb-6964	149	15	of	of	ADP
ajceb-6964	149	16	e	e	NOUN
ajceb-6964	149	17	-	-	NOUN
ajceb-6964	149	18	procurement	procurement	NOUN
ajceb-6964	149	19	identified	identify	VERB
ajceb-6964	149	20	in	in	ADP
ajceb-6964	149	21	this	this	DET
ajceb-6964	149	22	study	study	NOUN
ajceb-6964	149	23	is	be	AUX
ajceb-6964	149	24	transparent	transparent	ADJ
ajceb-6964	149	25	bidding	bidding	NOUN
ajceb-6964	149	26	process	process	NOUN
ajceb-6964	149	27	.	.	PUNCT
ajceb-6964	150	1	previous	previous	ADJ
ajceb-6964	150	2	studies	study	NOUN
ajceb-6964	150	3	have	have	AUX
ajceb-6964	150	4	also	also	ADV
ajceb-6964	150	5	established	establish	VERB
ajceb-6964	150	6	that	that	DET
ajceb-6964	150	7	transparent	transparent	ADJ
ajceb-6964	150	8	bidding	bidding	NOUN
ajceb-6964	150	9	/	/	SYM
ajceb-6964	150	10	tendering	tendering	NOUN
ajceb-6964	150	11	process	process	NOUN
ajceb-6964	150	12	can	can	AUX
ajceb-6964	150	13	be	be	AUX
ajceb-6964	150	14	achieved	achieve	VERB
ajceb-6964	150	15	through	through	ADP
ajceb-6964	150	16	adequate	adequate	ADJ
ajceb-6964	150	17	monitoring	monitoring	NOUN
ajceb-6964	150	18	and	and	CCONJ
ajceb-6964	150	19	tracking	tracking	NOUN
ajceb-6964	150	20	of	of	ADP
ajceb-6964	150	21	online	online	ADJ
ajceb-6964	150	22	transactions	transaction	NOUN
ajceb-6964	150	23	(	(	PUNCT
ajceb-6964	150	24	aman	aman	NOUN
ajceb-6964	150	25	and	and	CCONJ
ajceb-6964	150	26	kasimin	kasimin	PROPN
ajceb-6964	150	27	,	,	PUNCT
ajceb-6964	150	28	2011	2011	NUM
ajceb-6964	150	29	)	)	PUNCT
ajceb-6964	150	30	,	,	PUNCT
ajceb-6964	150	31	better	well	ADJ
ajceb-6964	150	32	interactions	interaction	NOUN
ajceb-6964	150	33	among	among	ADP
ajceb-6964	150	34	stakeholders	stakeholder	NOUN
ajceb-6964	150	35	through	through	ADP
ajceb-6964	150	36	online	online	ADJ
ajceb-6964	150	37	systems	system	NOUN
ajceb-6964	150	38	(	(	PUNCT
ajceb-6964	150	39	adebiyi	adebiyi	NOUN
ajceb-6964	150	40	,	,	PUNCT
ajceb-6964	150	41	ayo	ayo	NOUN
ajceb-6964	150	42	and	and	CCONJ
ajceb-6964	150	43	adebiyi	adebiyi	NOUN
ajceb-6964	150	44	,	,	PUNCT
ajceb-6964	150	45	2010	2010	NUM
ajceb-6964	150	46	)	)	PUNCT
ajceb-6964	150	47	and	and	CCONJ
ajceb-6964	150	48	reduction	reduction	NOUN
ajceb-6964	150	49	in	in	ADP
ajceb-6964	150	50	cartel	cartel	NOUN
ajceb-6964	150	51	formation	formation	NOUN
ajceb-6964	150	52	,	,	PUNCT
ajceb-6964	150	53	collusion	collusion	NOUN
ajceb-6964	150	54	,	,	PUNCT
ajceb-6964	150	55	and	and	CCONJ
ajceb-6964	150	56	rigging	rigging	NOUN
ajceb-6964	150	57	of	of	ADP
ajceb-6964	150	58	bids	bid	NOUN
ajceb-6964	150	59	(	(	PUNCT
ajceb-6964	150	60	tindsley	tindsley	NOUN
ajceb-6964	150	61	and	and	CCONJ
ajceb-6964	150	62	stephenson	stephenson	PROPN
ajceb-6964	150	63	,	,	PUNCT
ajceb-6964	150	64	2008	2008	NUM
ajceb-6964	150	65	;	;	PUNCT
ajceb-6964	150	66	pathak	pathak	PROPN
ajceb-6964	150	67	,	,	PUNCT
ajceb-6964	150	68	et	et	PROPN
ajceb-6964	150	69	al	al	PROPN
ajceb-6964	150	70	.	.	PROPN
ajceb-6964	150	71	,	,	PUNCT
ajceb-6964	150	72	2009	2009	NUM
ajceb-6964	150	73	)	)	PUNCT
ajceb-6964	150	74	.	.	PUNCT
ajceb-6964	151	1	it	it	PRON
ajceb-6964	151	2	was	be	AUX
ajceb-6964	151	3	on	on	ADP
ajceb-6964	151	4	this	this	DET
ajceb-6964	151	5	premise	premise	NOUN
ajceb-6964	151	6	that	that	SCONJ
ajceb-6964	151	7	the	the	DET
ajceb-6964	151	8	world	world	NOUN
ajceb-6964	151	9	economic	economic	PROPN
ajceb-6964	151	10	forum	forum	PROPN
ajceb-6964	151	11	(	(	PUNCT
ajceb-6964	151	12	2016	2016	NUM
ajceb-6964	151	13	)	)	PUNCT
ajceb-6964	151	14	and	and	CCONJ
ajceb-6964	151	15	oecd	oecd	PROPN
ajceb-6964	151	16	(	(	PUNCT
ajceb-6964	151	17	2016	2016	NUM
ajceb-6964	151	18	)	)	PUNCT
ajceb-6964	151	19	argued	argue	VERB
ajceb-6964	151	20	that	that	SCONJ
ajceb-6964	151	21	by	by	ADP
ajceb-6964	151	22	providing	provide	VERB
ajceb-6964	151	23	audit	audit	NOUN
ajceb-6964	151	24	trail	trail	NOUN
ajceb-6964	151	25	services	service	NOUN
ajceb-6964	151	26	,	,	PUNCT
ajceb-6964	151	27	e	e	X
ajceb-6964	151	28	-	-	NOUN
ajceb-6964	151	29	procurement	procurement	NOUN
ajceb-6964	151	30	can	can	AUX
ajceb-6964	151	31	help	help	VERB
ajceb-6964	151	32	to	to	PART
ajceb-6964	151	33	check	check	VERB
ajceb-6964	151	34	incidence	incidence	NOUN
ajceb-6964	151	35	of	of	ADP
ajceb-6964	151	36	fraud	fraud	NOUN
ajceb-6964	151	37	,	,	PUNCT
ajceb-6964	151	38	forgery	forgery	NOUN
ajceb-6964	151	39	,	,	PUNCT
ajceb-6964	151	40	and	and	CCONJ
ajceb-6964	151	41	embezzlement	embezzlement	NOUN
ajceb-6964	151	42	in	in	ADP
ajceb-6964	151	43	the	the	DET
ajceb-6964	151	44	procurement	procurement	NOUN
ajceb-6964	151	45	of	of	ADP
ajceb-6964	151	46	works	work	NOUN
ajceb-6964	151	47	,	,	PUNCT
ajceb-6964	151	48	goods	good	NOUN
ajceb-6964	151	49	and	and	CCONJ
ajceb-6964	151	50	services	service	NOUN
ajceb-6964	151	51	by	by	ADP
ajceb-6964	151	52	engendering	engender	VERB
ajceb-6964	151	53	constant	constant	ADJ
ajceb-6964	151	54	monitoring	monitoring	NOUN
ajceb-6964	151	55	/	/	SYM
ajceb-6964	151	56	tracking	tracking	NOUN
ajceb-6964	151	57	and	and	CCONJ
ajceb-6964	151	58	trailing	trailing	NOUN
ajceb-6964	151	59	of	of	ADP
ajceb-6964	151	60	communications	communication	NOUN
ajceb-6964	151	61	and	and	CCONJ
ajceb-6964	151	62	transactions	transaction	NOUN
ajceb-6964	151	63	done	do	VERB
ajceb-6964	151	64	electronically	electronically	ADV
ajceb-6964	151	65	.	.	PUNCT
ajceb-6964	152	1	next	next	ADV
ajceb-6964	152	2	in	in	ADP
ajceb-6964	152	3	order	order	NOUN
ajceb-6964	152	4	of	of	ADP
ajceb-6964	152	5	importance	importance	NOUN
ajceb-6964	152	6	of	of	ADP
ajceb-6964	152	7	the	the	DET
ajceb-6964	152	8	anti	anti	ADJ
ajceb-6964	152	9	-	-	ADJ
ajceb-6964	152	10	corruption	corruption	ADJ
ajceb-6964	152	11	capabilities	capability	NOUN
ajceb-6964	152	12	of	of	ADP
ajceb-6964	152	13	e	e	NOUN
ajceb-6964	152	14	-	-	NOUN
ajceb-6964	152	15	procurement	procurement	NOUN
ajceb-6964	152	16	in	in	ADP
ajceb-6964	152	17	construction	construction	NOUN
ajceb-6964	152	18	project	project	NOUN
ajceb-6964	152	19	delivery	delivery	NOUN
ajceb-6964	152	20	is	be	AUX
ajceb-6964	152	21	the	the	DET
ajceb-6964	152	22	reduction	reduction	NOUN
ajceb-6964	152	23	of	of	ADP
ajceb-6964	152	24	direct	direct	ADJ
ajceb-6964	152	25	human	human	ADJ
ajceb-6964	152	26	interactions	interaction	NOUN
ajceb-6964	152	27	in	in	ADP
ajceb-6964	152	28	the	the	DET
ajceb-6964	152	29	bidding	bidding	NOUN
ajceb-6964	152	30	process	process	NOUN
ajceb-6964	152	31	.	.	PUNCT
ajceb-6964	153	1	this	this	PRON
ajceb-6964	153	2	has	have	VERB
ajceb-6964	153	3	a	a	DET
ajceb-6964	153	4	direct	direct	ADJ
ajceb-6964	153	5	link	link	NOUN
ajceb-6964	153	6	to	to	ADP
ajceb-6964	153	7	the	the	DET
ajceb-6964	153	8	fifth	fifth	ADJ
ajceb-6964	153	9	dimension	dimension	NOUN
ajceb-6964	153	10	of	of	ADP
ajceb-6964	153	11	the	the	DET
ajceb-6964	153	12	anti	anti	ADJ
ajceb-6964	153	13	-	-	ADJ
ajceb-6964	153	14	corruption	corruption	ADJ
ajceb-6964	153	15	capabilities	capability	NOUN
ajceb-6964	153	16	identified	identify	VERB
ajceb-6964	153	17	in	in	ADP
ajceb-6964	153	18	this	this	DET
ajceb-6964	153	19	study	study	NOUN
ajceb-6964	153	20	.	.	PUNCT
ajceb-6964	154	1	as	as	SCONJ
ajceb-6964	154	2	previously	previously	ADV
ajceb-6964	154	3	highlighted	highlight	VERB
ajceb-6964	154	4	in	in	ADP
ajceb-6964	154	5	this	this	DET
ajceb-6964	154	6	paper	paper	NOUN
ajceb-6964	154	7	,	,	PUNCT
ajceb-6964	154	8	copious	copious	ADJ
ajceb-6964	154	9	evidence	evidence	NOUN
ajceb-6964	154	10	in	in	ADP
ajceb-6964	154	11	the	the	DET
ajceb-6964	154	12	literature	literature	NOUN
ajceb-6964	154	13	(	(	PUNCT
ajceb-6964	154	14	sohail	sohail	PROPN
ajceb-6964	154	15	and	and	CCONJ
ajceb-6964	154	16	cavill	cavill	PROPN
ajceb-6964	154	17	,	,	PUNCT
ajceb-6964	154	18	2008	2008	NUM
ajceb-6964	154	19	;	;	PUNCT
ajceb-6964	154	20	pictet	pictet	NOUN
ajceb-6964	154	21	and	and	CCONJ
ajceb-6964	154	22	bollinger	bollinger	NOUN
ajceb-6964	154	23	,	,	PUNCT
ajceb-6964	154	24	2008	2008	NUM
ajceb-6964	154	25	;	;	PUNCT
ajceb-6964	154	26	world	world	PROPN
ajceb-6964	154	27	economic	economic	PROPN
ajceb-6964	154	28	forum	forum	PROPN
ajceb-6964	154	29	,	,	PUNCT
ajceb-6964	154	30	2016	2016	NUM
ajceb-6964	154	31	)	)	PUNCT
ajceb-6964	154	32	shows	show	VERB
ajceb-6964	154	33	that	that	SCONJ
ajceb-6964	154	34	carrying	carry	VERB
ajceb-6964	154	35	out	out	ADP
ajceb-6964	154	36	project	project	NOUN
ajceb-6964	154	37	delivery	delivery	NOUN
ajceb-6964	154	38	activities	activity	NOUN
ajceb-6964	154	39	using	use	VERB
ajceb-6964	154	40	online	online	ADJ
ajceb-6964	154	41	platforms	platform	NOUN
ajceb-6964	154	42	among	among	ADP
ajceb-6964	154	43	others	other	NOUN
ajceb-6964	154	44	helps	help	VERB
ajceb-6964	154	45	to	to	PART
ajceb-6964	154	46	eliminate	eliminate	VERB
ajceb-6964	154	47	opportunities	opportunity	NOUN
ajceb-6964	154	48	for	for	ADP
ajceb-6964	154	49	face	face	NOUN
ajceb-6964	154	50	-	-	PUNCT
ajceb-6964	154	51	to	to	ADP
ajceb-6964	154	52	-	-	PUNCT
ajceb-6964	154	53	face	face	NOUN
ajceb-6964	154	54	requests	request	NOUN
ajceb-6964	154	55	and	and	CCONJ
ajceb-6964	154	56	payments	payment	NOUN
ajceb-6964	154	57	of	of	ADP
ajceb-6964	154	58	bribes	bribe	NOUN
ajceb-6964	154	59	and	and	CCONJ
ajceb-6964	154	60	collusion	collusion	NOUN
ajceb-6964	154	61	in	in	ADP
ajceb-6964	154	62	the	the	DET
ajceb-6964	154	63	bidding	bidding	NOUN
ajceb-6964	154	64	process	process	NOUN
ajceb-6964	154	65	leading	lead	VERB
ajceb-6964	154	66	to	to	ADP
ajceb-6964	154	67	transparent	transparent	ADJ
ajceb-6964	154	68	procurement	procurement	NOUN
ajceb-6964	154	69	process	process	NOUN
ajceb-6964	154	70	.	.	PUNCT
ajceb-6964	155	1	it	it	PRON
ajceb-6964	155	2	also	also	ADV
ajceb-6964	155	3	helps	help	VERB
ajceb-6964	155	4	to	to	PART
ajceb-6964	155	5	prevent	prevent	VERB
ajceb-6964	155	6	the	the	DET
ajceb-6964	155	7	formation	formation	NOUN
ajceb-6964	155	8	of	of	ADP
ajceb-6964	155	9	cartel	cartel	NOUN
ajceb-6964	155	10	and	and	CCONJ
ajceb-6964	155	11	collusion	collusion	NOUN
ajceb-6964	155	12	by	by	ADP
ajceb-6964	155	13	bidders	bidder	NOUN
ajceb-6964	155	14	identified	identify	VERB
ajceb-6964	155	15	by	by	ADP
ajceb-6964	155	16	oyewobi	oyewobi	PROPN
ajceb-6964	155	17	et	et	PROPN
ajceb-6964	155	18	al	al	PROPN
ajceb-6964	155	19	.	.	PROPN
ajceb-6964	156	1	(	(	PUNCT
ajceb-6964	156	2	2011	2011	NUM
ajceb-6964	156	3	)	)	PUNCT
ajceb-6964	156	4	as	as	ADP
ajceb-6964	156	5	one	one	NUM
ajceb-6964	156	6	of	of	ADP
ajceb-6964	156	7	the	the	DET
ajceb-6964	156	8	ways	way	NOUN
ajceb-6964	156	9	corruption	corruption	NOUN
ajceb-6964	156	10	manifest	manifest	NOUN
ajceb-6964	156	11	in	in	ADP
ajceb-6964	156	12	the	the	DET
ajceb-6964	156	13	nigerian	nigerian	ADJ
ajceb-6964	156	14	construction	construction	NOUN
ajceb-6964	156	15	environment	environment	NOUN
ajceb-6964	156	16	.	.	PUNCT
ajceb-6964	157	1	moreover	moreover	ADV
ajceb-6964	157	2	,	,	PUNCT
ajceb-6964	157	3	the	the	DET
ajceb-6964	157	4	study	study	NOUN
ajceb-6964	157	5	by	by	ADP
ajceb-6964	157	6	zakaria	zakaria	PROPN
ajceb-6964	157	7	,	,	PUNCT
ajceb-6964	157	8	et	et	PROPN
ajceb-6964	157	9	al	al	PROPN
ajceb-6964	157	10	.	.	PUNCT
ajceb-6964	158	1	(	(	PUNCT
ajceb-6964	158	2	2014	2014	NUM
ajceb-6964	158	3	)	)	PUNCT
ajceb-6964	158	4	as	as	SCONJ
ajceb-6964	158	5	previously	previously	ADV
ajceb-6964	158	6	highlighted	highlight	VERB
ajceb-6964	158	7	confirmed	confirm	VERB
ajceb-6964	158	8	that	that	SCONJ
ajceb-6964	158	9	the	the	DET
ajceb-6964	158	10	use	use	NOUN
ajceb-6964	158	11	e	e	NOUN
ajceb-6964	158	12	-	-	NOUN
ajceb-6964	158	13	tendering	tendering	ADJ
ajceb-6964	158	14	,	,	PUNCT
ajceb-6964	158	15	which	which	PRON
ajceb-6964	158	16	eliminates	eliminate	VERB
ajceb-6964	158	17	direct	direct	ADJ
ajceb-6964	158	18	human	human	ADJ
ajceb-6964	158	19	physical	physical	ADJ
ajceb-6964	158	20	contacts	contact	NOUN
ajceb-6964	158	21	amongst	amongst	ADP
ajceb-6964	158	22	participants	participant	NOUN
ajceb-6964	158	23	in	in	ADP
ajceb-6964	158	24	construction	construction	NOUN
ajceb-6964	158	25	procurement	procurement	NOUN
ajceb-6964	158	26	activities	activity	NOUN
ajceb-6964	158	27	,	,	PUNCT
ajceb-6964	158	28	was	be	AUX
ajceb-6964	158	29	instrumental	instrumental	ADJ
ajceb-6964	158	30	to	to	ADP
ajceb-6964	158	31	fighting	fight	VERB
ajceb-6964	158	32	corruption	corruption	NOUN
ajceb-6964	158	33	in	in	ADP
ajceb-6964	158	34	construction	construction	NOUN
ajceb-6964	158	35	project	project	NOUN
ajceb-6964	158	36	delivery	delivery	NOUN
ajceb-6964	158	37	in	in	ADP
ajceb-6964	158	38	malaysia	malaysia	PROPN
ajceb-6964	158	39	.	.	PUNCT
ajceb-6964	159	1	from	from	ADP
ajceb-6964	159	2	the	the	DET
ajceb-6964	159	3	foregoing	foregoing	NOUN
ajceb-6964	159	4	,	,	PUNCT
ajceb-6964	159	5	it	it	PRON
ajceb-6964	159	6	can	can	AUX
ajceb-6964	159	7	be	be	AUX
ajceb-6964	159	8	inferred	infer	VERB
ajceb-6964	159	9	that	that	SCONJ
ajceb-6964	159	10	the	the	DET
ajceb-6964	159	11	capability	capability	NOUN
ajceb-6964	159	12	of	of	ADP
ajceb-6964	159	13	e	e	NOUN
ajceb-6964	159	14	-	-	NOUN
ajceb-6964	159	15	procurement	procurement	NOUN
ajceb-6964	159	16	to	to	PART
ajceb-6964	159	17	provide	provide	VERB
ajceb-6964	159	18	audit	audit	NOUN
ajceb-6964	159	19	services	service	NOUN
ajceb-6964	159	20	trail	trail	NOUN
ajceb-6964	159	21	and	and	CCONJ
ajceb-6964	159	22	reduce	reduce	VERB
ajceb-6964	159	23	the	the	DET
ajceb-6964	159	24	level	level	NOUN
ajceb-6964	159	25	of	of	ADP
ajceb-6964	159	26	face	face	NOUN
ajceb-6964	159	27	-	-	PUNCT
ajceb-6964	159	28	to	to	ADP
ajceb-6964	159	29	-	-	PUNCT
ajceb-6964	159	30	face	face	NOUN
ajceb-6964	159	31	human	human	ADJ
ajceb-6964	159	32	contacts	contact	NOUN
ajceb-6964	159	33	in	in	ADP
ajceb-6964	159	34	construction	construction	NOUN
ajceb-6964	159	35	procurement	procurement	NOUN
ajceb-6964	159	36	activities	activity	NOUN
ajceb-6964	159	37	can	can	AUX
ajceb-6964	159	38	be	be	AUX
ajceb-6964	159	39	linked	link	VERB
ajceb-6964	159	40	to	to	ADP
ajceb-6964	159	41	its	its	PRON
ajceb-6964	159	42	automation	automation	NOUN
ajceb-6964	159	43	feature	feature	NOUN
ajceb-6964	159	44	,	,	PUNCT
ajceb-6964	159	45	which	which	PRON
ajceb-6964	159	46	sohail	sohail	PROPN
ajceb-6964	159	47	and	and	CCONJ
ajceb-6964	159	48	cavill	cavill	PROPN
ajceb-6964	159	49	(	(	PUNCT
ajceb-6964	159	50	2008	2008	NUM
ajceb-6964	159	51	)	)	PUNCT
ajceb-6964	159	52	identified	identify	VERB
ajceb-6964	159	53	as	as	ADP
ajceb-6964	159	54	a	a	DET
ajceb-6964	159	55	very	very	ADV
ajceb-6964	159	56	important	important	ADJ
ajceb-6964	159	57	feature	feature	NOUN
ajceb-6964	159	58	of	of	ADP
ajceb-6964	159	59	e	e	NOUN
ajceb-6964	159	60	-	-	NOUN
ajceb-6964	159	61	procurement	procurement	NOUN
ajceb-6964	159	62	that	that	PRON
ajceb-6964	159	63	reduces	reduce	VERB
ajceb-6964	159	64	the	the	DET
ajceb-6964	159	65	incidence	incidence	NOUN
ajceb-6964	159	66	of	of	ADP
ajceb-6964	159	67	corrupt	corrupt	ADJ
ajceb-6964	159	68	practices	practice	NOUN
ajceb-6964	159	69	in	in	ADP
ajceb-6964	159	70	public	public	ADJ
ajceb-6964	159	71	procurement	procurement	NOUN
ajceb-6964	159	72	process	process	NOUN
ajceb-6964	159	73	.	.	PUNCT
ajceb-6964	160	1	this	this	PRON
ajceb-6964	160	2	is	be	AUX
ajceb-6964	160	3	because	because	SCONJ
ajceb-6964	160	4	automation	automation	NOUN
ajceb-6964	160	5	,	,	PUNCT
ajceb-6964	160	6	among	among	ADP
ajceb-6964	160	7	other	other	ADJ
ajceb-6964	160	8	things	thing	NOUN
ajceb-6964	160	9	,	,	PUNCT
ajceb-6964	160	10	facilitates	facilitate	VERB
ajceb-6964	160	11	easier	easy	ADJ
ajceb-6964	160	12	and	and	CCONJ
ajceb-6964	160	13	faster	fast	ADJ
ajceb-6964	160	14	procurement	procurement	NOUN
ajceb-6964	160	15	process	process	NOUN
ajceb-6964	160	16	,	,	PUNCT
ajceb-6964	160	17	efficient	efficient	ADJ
ajceb-6964	160	18	and	and	CCONJ
ajceb-6964	160	19	secure	secure	VERB
ajceb-6964	160	20	online	online	ADJ
ajceb-6964	160	21	exchange	exchange	NOUN
ajceb-6964	160	22	of	of	ADP
ajceb-6964	160	23	information	information	NOUN
ajceb-6964	160	24	;	;	PUNCT
ajceb-6964	160	25	easier	easy	ADJ
ajceb-6964	160	26	and	and	CCONJ
ajceb-6964	160	27	effective	effective	ADJ
ajceb-6964	160	28	monitoring	monitoring	NOUN
ajceb-6964	160	29	of	of	ADP
ajceb-6964	160	30	construction	construction	NOUN
ajceb-6964	160	31	project	project	NOUN
ajceb-6964	160	32	execution	execution	NOUN
ajceb-6964	160	33	,	,	PUNCT
ajceb-6964	160	34	reduction	reduction	NOUN
ajceb-6964	160	35	of	of	ADP
ajceb-6964	160	36	paperwork	paperwork	NOUN
ajceb-6964	160	37	and	and	CCONJ
ajceb-6964	160	38	standardization	standardization	NOUN
ajceb-6964	160	39	of	of	ADP
ajceb-6964	160	40	construction	construction	NOUN
ajceb-6964	160	41	project	project	NOUN
ajceb-6964	160	42	requirements	requirement	NOUN
ajceb-6964	160	43	.	.	PUNCT
ajceb-6964	161	1	according	accord	VERB
ajceb-6964	161	2	to	to	ADP
ajceb-6964	161	3	oecd	oecd	PROPN
ajceb-6964	161	4	(	(	PUNCT
ajceb-6964	161	5	2016	2016	NUM
ajceb-6964	161	6	)	)	PUNCT
ajceb-6964	161	7	,	,	PUNCT
ajceb-6964	161	8	these	these	DET
ajceb-6964	161	9	features	feature	NOUN
ajceb-6964	161	10	engender	engender	VERB
ajceb-6964	161	11	easier	easy	ADJ
ajceb-6964	161	12	access	access	NOUN
ajceb-6964	161	13	to	to	ADP
ajceb-6964	161	14	procurement	procurement	NOUN
ajceb-6964	161	15	information	information	NOUN
ajceb-6964	161	16	and	and	CCONJ
ajceb-6964	161	17	detection	detection	NOUN
ajceb-6964	161	18	of	of	ADP
ajceb-6964	161	19	integrity	integrity	NOUN
ajceb-6964	161	20	breaches	breach	NOUN
ajceb-6964	161	21	,	,	PUNCT
ajceb-6964	161	22	illegal	illegal	ADJ
ajceb-6964	161	23	payments	payment	NOUN
ajceb-6964	161	24	and	and	CCONJ
ajceb-6964	161	25	embezzlement	embezzlement	NOUN
ajceb-6964	161	26	and	and	CCONJ
ajceb-6964	161	27	other	other	ADJ
ajceb-6964	161	28	unethical	unethical	ADJ
ajceb-6964	161	29	practices	practice	NOUN
ajceb-6964	161	30	in	in	ADP
ajceb-6964	161	31	the	the	DET
ajceb-6964	161	32	procurement	procurement	NOUN
ajceb-6964	161	33	process	process	NOUN
ajceb-6964	161	34	.	.	PUNCT
ajceb-6964	162	1	added	add	VERB
ajceb-6964	162	2	to	to	ADP
ajceb-6964	162	3	these	these	PRON
ajceb-6964	162	4	is	be	AUX
ajceb-6964	162	5	the	the	DET
ajceb-6964	162	6	benefit	benefit	NOUN
ajceb-6964	162	7	of	of	ADP
ajceb-6964	162	8	having	have	VERB
ajceb-6964	162	9	a	a	DET
ajceb-6964	162	10	large	large	ADJ
ajceb-6964	162	11	pool	pool	NOUN
ajceb-6964	162	12	of	of	ADP
ajceb-6964	162	13	vendors	vendor	NOUN
ajceb-6964	162	14	,	,	PUNCT
ajceb-6964	162	15	service	service	NOUN
ajceb-6964	162	16	providers	provider	NOUN
ajceb-6964	162	17	,	,	PUNCT
ajceb-6964	162	18	suppliers	supplier	NOUN
ajceb-6964	162	19	,	,	PUNCT
ajceb-6964	162	20	and	and	CCONJ
ajceb-6964	162	21	contractors	contractor	NOUN
ajceb-6964	162	22	that	that	SCONJ
ajceb-6964	162	23	procurers	procurer	NOUN
ajceb-6964	162	24	of	of	ADP
ajceb-6964	162	25	construction	construction	NOUN
ajceb-6964	162	26	works	work	NOUN
ajceb-6964	162	27	and	and	CCONJ
ajceb-6964	162	28	services	service	NOUN
ajceb-6964	162	29	can	can	AUX
ajceb-6964	162	30	select	select	VERB
ajceb-6964	162	31	from	from	ADP
ajceb-6964	162	32	.	.	PUNCT
ajceb-6964	163	1	exploring	explore	VERB
ajceb-6964	163	2	anti	anti	ADJ
ajceb-6964	163	3	-	-	ADJ
ajceb-6964	163	4	corruption	corruption	ADJ
ajceb-6964	163	5	capabilities	capability	NOUN
ajceb-6964	163	6	of	of	ADP
ajceb-6964	163	7	e	e	NOUN
ajceb-6964	163	8	-	-	NOUN
ajceb-6964	163	9	procurement	procurement	NOUN
ajceb-6964	163	10	in	in	ADP
ajceb-6964	163	11	construction	construction	NOUN
ajceb-6964	163	12	project	project	NOUN
ajceb-6964	163	13	delivery	delivery	NOUN
ajceb-6964	163	14	in	in	ADP
ajceb-6964	163	15	nigeria	nigeria	PROPN
ajceb-6964	163	16	construction	construction	NOUN
ajceb-6964	163	17	economics	economic	NOUN
ajceb-6964	163	18	and	and	CCONJ
ajceb-6964	163	19	building	building	NOUN
ajceb-6964	163	20	,	,	PUNCT
ajceb-6964	163	21	vol	vol	NOUN
ajceb-6964	163	22	.	.	PROPN
ajceb-6964	163	23	20	20	NUM
ajceb-6964	163	24	,	,	PUNCT
ajceb-6964	163	25	no	no	INTJ
ajceb-6964	163	26	.	.	NOUN
ajceb-6964	163	27	1	1	NUM
ajceb-6964	163	28	,	,	PUNCT
ajceb-6964	163	29	march	march	PROPN
ajceb-6964	163	30	202071	202071	NUM
ajceb-6964	163	31	this	this	PRON
ajceb-6964	163	32	is	be	AUX
ajceb-6964	163	33	made	make	VERB
ajceb-6964	163	34	possible	possible	ADJ
ajceb-6964	163	35	because	because	SCONJ
ajceb-6964	163	36	previous	previous	ADJ
ajceb-6964	163	37	studies	study	NOUN
ajceb-6964	163	38	(	(	PUNCT
ajceb-6964	163	39	ibem	ibem	NOUN
ajceb-6964	163	40	and	and	CCONJ
ajceb-6964	163	41	laryea	laryea	NOUN
ajceb-6964	163	42	,	,	PUNCT
ajceb-6964	163	43	2015	2015	NUM
ajceb-6964	163	44	;	;	PUNCT
ajceb-6964	163	45	aduwo	aduwo	NOUN
ajceb-6964	163	46	,	,	PUNCT
ajceb-6964	163	47	et	et	PROPN
ajceb-6964	163	48	al	al	PROPN
ajceb-6964	163	49	.	.	PROPN
ajceb-6964	163	50	,	,	PUNCT
ajceb-6964	163	51	2017	2017	NUM
ajceb-6964	163	52	)	)	PUNCT
ajceb-6964	163	53	have	have	AUX
ajceb-6964	163	54	shown	show	VERB
ajceb-6964	163	55	that	that	SCONJ
ajceb-6964	163	56	e	e	NOUN
ajceb-6964	163	57	-	-	NOUN
ajceb-6964	163	58	procurement	procurement	NOUN
ajceb-6964	163	59	helps	help	VERB
ajceb-6964	163	60	to	to	PART
ajceb-6964	163	61	eliminate	eliminate	VERB
ajceb-6964	163	62	geographic	geographic	ADJ
ajceb-6964	163	63	barrier	barrier	NOUN
ajceb-6964	163	64	associated	associate	VERB
ajceb-6964	163	65	with	with	ADP
ajceb-6964	163	66	the	the	DET
ajceb-6964	163	67	traditional	traditional	ADJ
ajceb-6964	163	68	paper	paper	NOUN
ajceb-6964	163	69	-	-	PUNCT
ajceb-6964	163	70	based	base	VERB
ajceb-6964	163	71	method	method	NOUN
ajceb-6964	163	72	of	of	ADP
ajceb-6964	163	73	construction	construction	NOUN
ajceb-6964	163	74	procurement	procurement	NOUN
ajceb-6964	163	75	.	.	PUNCT
ajceb-6964	164	1	this	this	PRON
ajceb-6964	164	2	,	,	PUNCT
ajceb-6964	164	3	according	accord	VERB
ajceb-6964	164	4	to	to	ADP
ajceb-6964	164	5	the	the	DET
ajceb-6964	164	6	oecd	oecd	PROPN
ajceb-6964	164	7	(	(	PUNCT
ajceb-6964	164	8	2016	2016	NUM
ajceb-6964	164	9	)	)	PUNCT
ajceb-6964	164	10	,	,	PUNCT
ajceb-6964	164	11	encourages	encourage	VERB
ajceb-6964	164	12	the	the	DET
ajceb-6964	164	13	use	use	NOUN
ajceb-6964	164	14	of	of	ADP
ajceb-6964	164	15	standard	standard	ADJ
ajceb-6964	164	16	and	and	CCONJ
ajceb-6964	164	17	uniform	uniform	ADJ
ajceb-6964	164	18	information	information	NOUN
ajceb-6964	164	19	and	and	CCONJ
ajceb-6964	164	20	healthy	healthy	ADJ
ajceb-6964	164	21	competition	competition	NOUN
ajceb-6964	164	22	in	in	ADP
ajceb-6964	164	23	procurement	procurement	NOUN
ajceb-6964	164	24	activities	activity	NOUN
ajceb-6964	164	25	as	as	ADV
ajceb-6964	164	26	well	well	ADV
ajceb-6964	164	27	as	as	ADP
ajceb-6964	164	28	limits	limit	NOUN
ajceb-6964	164	29	the	the	DET
ajceb-6964	164	30	use	use	NOUN
ajceb-6964	164	31	of	of	ADP
ajceb-6964	164	32	bribes	bribe	NOUN
ajceb-6964	164	33	and	and	CCONJ
ajceb-6964	164	34	favouritism	favouritism	NOUN
ajceb-6964	164	35	in	in	ADP
ajceb-6964	164	36	the	the	DET
ajceb-6964	164	37	selection	selection	NOUN
ajceb-6964	164	38	of	of	ADP
ajceb-6964	164	39	service	service	NOUN
ajceb-6964	164	40	providers	provider	NOUN
ajceb-6964	164	41	and	and	CCONJ
ajceb-6964	164	42	suppliers	supplier	NOUN
ajceb-6964	164	43	.	.	PUNCT
ajceb-6964	165	1	conclusions	conclusion	NOUN
ajceb-6964	165	2	and	and	CCONJ
ajceb-6964	165	3	implications	implication	NOUN
ajceb-6964	165	4	of	of	ADP
ajceb-6964	165	5	the	the	DET
ajceb-6964	165	6	study	study	NOUN
ajceb-6964	165	7	in	in	ADP
ajceb-6964	165	8	this	this	DET
ajceb-6964	165	9	study	study	NOUN
ajceb-6964	165	10	,	,	PUNCT
ajceb-6964	165	11	the	the	DET
ajceb-6964	165	12	anti	anti	ADJ
ajceb-6964	165	13	-	-	ADJ
ajceb-6964	165	14	corruption	corruption	ADJ
ajceb-6964	165	15	capabilities	capability	NOUN
ajceb-6964	165	16	of	of	ADP
ajceb-6964	165	17	e	e	NOUN
ajceb-6964	165	18	-	-	NOUN
ajceb-6964	165	19	procurement	procurement	NOUN
ajceb-6964	165	20	in	in	ADP
ajceb-6964	165	21	construction	construction	NOUN
ajceb-6964	165	22	project	project	NOUN
ajceb-6964	165	23	delivery	delivery	NOUN
ajceb-6964	165	24	were	be	AUX
ajceb-6964	165	25	examined	examine	VERB
ajceb-6964	165	26	using	use	VERB
ajceb-6964	165	27	empirical	empirical	ADJ
ajceb-6964	165	28	data	datum	NOUN
ajceb-6964	165	29	obtained	obtain	VERB
ajceb-6964	165	30	from	from	ADP
ajceb-6964	165	31	industry	industry	NOUN
ajceb-6964	165	32	-	-	PUNCT
ajceb-6964	165	33	wide	wide	ADJ
ajceb-6964	165	34	survey	survey	NOUN
ajceb-6964	165	35	in	in	ADP
ajceb-6964	165	36	nigeria	nigeria	PROPN
ajceb-6964	165	37	.	.	PUNCT
ajceb-6964	166	1	based	base	VERB
ajceb-6964	166	2	on	on	ADP
ajceb-6964	166	3	the	the	DET
ajceb-6964	166	4	results	result	NOUN
ajceb-6964	166	5	two	two	NUM
ajceb-6964	166	6	key	key	ADJ
ajceb-6964	166	7	conclusions	conclusion	NOUN
ajceb-6964	166	8	are	be	AUX
ajceb-6964	166	9	made	make	VERB
ajceb-6964	166	10	.	.	PUNCT
ajceb-6964	167	1	the	the	DET
ajceb-6964	167	2	first	first	ADJ
ajceb-6964	167	3	conclusion	conclusion	NOUN
ajceb-6964	167	4	is	be	AUX
ajceb-6964	167	5	that	that	SCONJ
ajceb-6964	167	6	there	there	PRON
ajceb-6964	167	7	are	be	VERB
ajceb-6964	167	8	at	at	ADV
ajceb-6964	167	9	least	least	ADJ
ajceb-6964	167	10	18	18	NUM
ajceb-6964	167	11	capabilities	capability	NOUN
ajceb-6964	167	12	in	in	ADP
ajceb-6964	167	13	the	the	DET
ajceb-6964	167	14	use	use	NOUN
ajceb-6964	167	15	of	of	ADP
ajceb-6964	167	16	e	e	NOUN
ajceb-6964	167	17	-	-	NOUN
ajceb-6964	167	18	procurement	procurement	ADJ
ajceb-6964	167	19	technology	technology	NOUN
ajceb-6964	167	20	to	to	PART
ajceb-6964	167	21	reduce	reduce	VERB
ajceb-6964	167	22	corruption	corruption	NOUN
ajceb-6964	167	23	in	in	ADP
ajceb-6964	167	24	construction	construction	NOUN
ajceb-6964	167	25	project	project	NOUN
ajceb-6964	167	26	delivery	delivery	NOUN
ajceb-6964	167	27	in	in	ADP
ajceb-6964	167	28	nigeria	nigeria	PROPN
ajceb-6964	167	29	.	.	PUNCT
ajceb-6964	168	1	however	however	ADV
ajceb-6964	168	2	,	,	PUNCT
ajceb-6964	168	3	the	the	DET
ajceb-6964	168	4	three	three	NUM
ajceb-6964	168	5	most	most	ADV
ajceb-6964	168	6	important	important	ADJ
ajceb-6964	168	7	ones	one	NOUN
ajceb-6964	168	8	are	be	AUX
ajceb-6964	168	9	the	the	DET
ajceb-6964	168	10	capabilities	capability	NOUN
ajceb-6964	168	11	in	in	ADP
ajceb-6964	168	12	good	good	ADJ
ajceb-6964	168	13	inventory	inventory	NOUN
ajceb-6964	168	14	management	management	NOUN
ajceb-6964	168	15	/	/	SYM
ajceb-6964	168	16	record	record	NOUN
ajceb-6964	168	17	keeping	keeping	NOUN
ajceb-6964	168	18	;	;	PUNCT
ajceb-6964	168	19	accountability	accountability	NOUN
ajceb-6964	168	20	by	by	ADP
ajceb-6964	168	21	providing	provide	VERB
ajceb-6964	168	22	audit	audit	NOUN
ajceb-6964	168	23	services	service	NOUN
ajceb-6964	168	24	trail	trail	NOUN
ajceb-6964	168	25	and	and	CCONJ
ajceb-6964	168	26	reduction	reduction	NOUN
ajceb-6964	168	27	of	of	ADP
ajceb-6964	168	28	direct	direct	ADJ
ajceb-6964	168	29	human	human	ADJ
ajceb-6964	168	30	interactions	interaction	NOUN
ajceb-6964	168	31	in	in	ADP
ajceb-6964	168	32	bidding	bidding	NOUN
ajceb-6964	168	33	process	process	NOUN
ajceb-6964	168	34	.	.	PUNCT
ajceb-6964	169	1	the	the	DET
ajceb-6964	169	2	second	second	ADJ
ajceb-6964	169	3	conclusion	conclusion	NOUN
ajceb-6964	169	4	is	be	AUX
ajceb-6964	169	5	that	that	SCONJ
ajceb-6964	169	6	the	the	DET
ajceb-6964	169	7	five	five	NUM
ajceb-6964	169	8	underlying	underlie	VERB
ajceb-6964	169	9	dimensions	dimension	NOUN
ajceb-6964	169	10	of	of	ADP
ajceb-6964	169	11	the	the	DET
ajceb-6964	169	12	18	18	NUM
ajceb-6964	169	13	anti	anti	ADJ
ajceb-6964	169	14	-	-	ADJ
ajceb-6964	169	15	corruption	corruption	ADJ
ajceb-6964	169	16	capabilities	capability	NOUN
ajceb-6964	169	17	in	in	ADP
ajceb-6964	169	18	the	the	DET
ajceb-6964	169	19	order	order	NOUN
ajceb-6964	169	20	of	of	ADP
ajceb-6964	169	21	their	their	PRON
ajceb-6964	169	22	importance	importance	NOUN
ajceb-6964	169	23	are	be	AUX
ajceb-6964	169	24	1	1	NUM
ajceb-6964	169	25	)	)	PUNCT
ajceb-6964	169	26	the	the	DET
ajceb-6964	169	27	advantage	advantage	NOUN
ajceb-6964	169	28	of	of	ADP
ajceb-6964	169	29	e	e	NOUN
ajceb-6964	169	30	-	-	NOUN
ajceb-6964	169	31	procurement	procurement	NOUN
ajceb-6964	169	32	over	over	ADP
ajceb-6964	169	33	the	the	DET
ajceb-6964	169	34	traditional	traditional	ADJ
ajceb-6964	169	35	paper	paper	NOUN
ajceb-6964	169	36	-	-	PUNCT
ajceb-6964	169	37	based	base	VERB
ajceb-6964	169	38	method	method	NOUN
ajceb-6964	169	39	,	,	PUNCT
ajceb-6964	169	40	2	2	X
ajceb-6964	169	41	)	)	PUNCT
ajceb-6964	169	42	transparent	transparent	ADJ
ajceb-6964	169	43	bidding	bidding	NOUN
ajceb-6964	169	44	process	process	NOUN
ajceb-6964	169	45	3	3	NUM
ajceb-6964	169	46	)	)	PUNCT
ajceb-6964	169	47	increasing	increase	VERB
ajceb-6964	169	48	competition	competition	NOUN
ajceb-6964	169	49	among	among	ADP
ajceb-6964	169	50	bidders	bidder	NOUN
ajceb-6964	169	51	and	and	CCONJ
ajceb-6964	169	52	reducing	reduce	VERB
ajceb-6964	169	53	the	the	DET
ajceb-6964	169	54	number	number	NOUN
ajceb-6964	169	55	of	of	ADP
ajceb-6964	169	56	unnecessary	unnecessary	ADJ
ajceb-6964	169	57	projects	project	NOUN
ajceb-6964	169	58	4	4	NUM
ajceb-6964	169	59	)	)	PUNCT
ajceb-6964	169	60	disclosure	disclosure	NOUN
ajceb-6964	169	61	of	of	ADP
ajceb-6964	169	62	procurement	procurement	NOUN
ajceb-6964	169	63	information	information	NOUN
ajceb-6964	169	64	,	,	PUNCT
ajceb-6964	169	65	and	and	CCONJ
ajceb-6964	169	66	5	5	X
ajceb-6964	169	67	)	)	PUNCT
ajceb-6964	169	68	reducing	reduce	VERB
ajceb-6964	169	69	the	the	DET
ajceb-6964	169	70	level	level	NOUN
ajceb-6964	169	71	of	of	ADP
ajceb-6964	169	72	physical	physical	ADJ
ajceb-6964	169	73	human	human	ADJ
ajceb-6964	169	74	contacts	contact	NOUN
ajceb-6964	169	75	in	in	ADP
ajceb-6964	169	76	the	the	DET
ajceb-6964	169	77	bidding	bidding	NOUN
ajceb-6964	169	78	process	process	NOUN
ajceb-6964	169	79	.	.	PUNCT
ajceb-6964	170	1	findings	finding	NOUN
ajceb-6964	170	2	of	of	ADP
ajceb-6964	170	3	this	this	DET
ajceb-6964	170	4	research	research	NOUN
ajceb-6964	170	5	have	have	VERB
ajceb-6964	170	6	some	some	DET
ajceb-6964	170	7	implications	implication	NOUN
ajceb-6964	170	8	that	that	PRON
ajceb-6964	170	9	are	be	AUX
ajceb-6964	170	10	noteworthy	noteworthy	ADJ
ajceb-6964	170	11	.	.	PUNCT
ajceb-6964	171	1	firstly	firstly	ADV
ajceb-6964	171	2	,	,	PUNCT
ajceb-6964	171	3	the	the	DET
ajceb-6964	171	4	study	study	NOUN
ajceb-6964	171	5	implies	imply	VERB
ajceb-6964	171	6	that	that	SCONJ
ajceb-6964	171	7	as	as	SCONJ
ajceb-6964	171	8	is	be	AUX
ajceb-6964	171	9	true	true	ADJ
ajceb-6964	171	10	with	with	ADP
ajceb-6964	171	11	public	public	ADJ
ajceb-6964	171	12	procurement	procurement	NOUN
ajceb-6964	171	13	generally	generally	ADV
ajceb-6964	171	14	,	,	PUNCT
ajceb-6964	171	15	the	the	DET
ajceb-6964	171	16	use	use	NOUN
ajceb-6964	171	17	of	of	ADP
ajceb-6964	171	18	e	e	NOUN
ajceb-6964	171	19	-	-	NOUN
ajceb-6964	171	20	procurement	procurement	ADJ
ajceb-6964	171	21	technology	technology	NOUN
ajceb-6964	171	22	has	have	VERB
ajceb-6964	171	23	a	a	DET
ajceb-6964	171	24	number	number	NOUN
ajceb-6964	171	25	of	of	ADP
ajceb-6964	171	26	features	feature	NOUN
ajceb-6964	171	27	capable	capable	ADJ
ajceb-6964	171	28	of	of	ADP
ajceb-6964	171	29	reducing	reduce	VERB
ajceb-6964	171	30	the	the	DET
ajceb-6964	171	31	incidences	incidence	NOUN
ajceb-6964	171	32	of	of	ADP
ajceb-6964	171	33	corrupt	corrupt	ADJ
ajceb-6964	171	34	and	and	CCONJ
ajceb-6964	171	35	unethical	unethical	ADJ
ajceb-6964	171	36	practices	practice	NOUN
ajceb-6964	171	37	in	in	ADP
ajceb-6964	171	38	construction	construction	NOUN
ajceb-6964	171	39	project	project	NOUN
ajceb-6964	171	40	delivery	delivery	NOUN
ajceb-6964	171	41	in	in	ADP
ajceb-6964	171	42	both	both	CCONJ
ajceb-6964	171	43	public	public	ADJ
ajceb-6964	171	44	and	and	CCONJ
ajceb-6964	171	45	private	private	ADJ
ajceb-6964	171	46	sectors	sector	NOUN
ajceb-6964	171	47	entities	entity	NOUN
ajceb-6964	171	48	in	in	ADP
ajceb-6964	171	49	nigeria	nigeria	PROPN
ajceb-6964	171	50	and	and	CCONJ
ajceb-6964	171	51	other	other	ADJ
ajceb-6964	171	52	countries	country	NOUN
ajceb-6964	171	53	in	in	ADP
ajceb-6964	171	54	the	the	DET
ajceb-6964	171	55	global	global	PROPN
ajceb-6964	171	56	south	south	PROPN
ajceb-6964	171	57	.	.	PUNCT
ajceb-6964	172	1	however	however	ADV
ajceb-6964	172	2	,	,	PUNCT
ajceb-6964	172	3	the	the	DET
ajceb-6964	172	4	capabilities	capability	NOUN
ajceb-6964	172	5	identified	identify	VERB
ajceb-6964	172	6	in	in	ADP
ajceb-6964	172	7	this	this	DET
ajceb-6964	172	8	study	study	NOUN
ajceb-6964	172	9	that	that	PRON
ajceb-6964	172	10	seem	seem	VERB
ajceb-6964	172	11	to	to	PART
ajceb-6964	172	12	contribute	contribute	VERB
ajceb-6964	172	13	more	more	ADV
ajceb-6964	172	14	in	in	ADP
ajceb-6964	172	15	reducing	reduce	VERB
ajceb-6964	172	16	corruption	corruption	NOUN
ajceb-6964	172	17	than	than	ADP
ajceb-6964	172	18	the	the	DET
ajceb-6964	172	19	others	other	NOUN
ajceb-6964	172	20	,	,	PUNCT
ajceb-6964	172	21	and	and	CCONJ
ajceb-6964	172	22	thus	thus	ADV
ajceb-6964	172	23	should	should	AUX
ajceb-6964	172	24	be	be	AUX
ajceb-6964	172	25	given	give	VERB
ajceb-6964	172	26	preference	preference	NOUN
ajceb-6964	172	27	to	to	PART
ajceb-6964	172	28	by	by	ADP
ajceb-6964	172	29	current	current	ADJ
ajceb-6964	172	30	and	and	CCONJ
ajceb-6964	172	31	intending	intend	VERB
ajceb-6964	172	32	users	user	NOUN
ajceb-6964	172	33	of	of	ADP
ajceb-6964	172	34	e	e	NOUN
ajceb-6964	172	35	-	-	NOUN
ajceb-6964	172	36	procurement	procurement	NOUN
ajceb-6964	172	37	in	in	ADP
ajceb-6964	172	38	construction	construction	NOUN
ajceb-6964	172	39	project	project	NOUN
ajceb-6964	172	40	delivery	delivery	NOUN
ajceb-6964	172	41	are	be	AUX
ajceb-6964	172	42	the	the	DET
ajceb-6964	172	43	capabilities	capability	NOUN
ajceb-6964	172	44	related	relate	VERB
ajceb-6964	172	45	to	to	ADP
ajceb-6964	172	46	good	good	ADJ
ajceb-6964	172	47	inventory	inventory	NOUN
ajceb-6964	172	48	management	management	NOUN
ajceb-6964	172	49	/	/	SYM
ajceb-6964	172	50	record	record	NOUN
ajceb-6964	172	51	keeping	keeping	NOUN
ajceb-6964	172	52	,	,	PUNCT
ajceb-6964	172	53	availability	availability	NOUN
ajceb-6964	172	54	of	of	ADP
ajceb-6964	172	55	audit	audit	NOUN
ajceb-6964	172	56	services	service	NOUN
ajceb-6964	172	57	trail	trail	NOUN
ajceb-6964	172	58	and	and	CCONJ
ajceb-6964	172	59	reduction	reduction	NOUN
ajceb-6964	172	60	in	in	ADP
ajceb-6964	172	61	direct	direct	ADJ
ajceb-6964	172	62	physical	physical	ADJ
ajceb-6964	172	63	human	human	ADJ
ajceb-6964	172	64	contacts	contact	NOUN
ajceb-6964	172	65	in	in	ADP
ajceb-6964	172	66	bidding	bidding	NOUN
ajceb-6964	172	67	process	process	NOUN
ajceb-6964	172	68	.	.	PUNCT
ajceb-6964	173	1	secondly	secondly	ADV
ajceb-6964	173	2	,	,	PUNCT
ajceb-6964	173	3	the	the	DET
ajceb-6964	173	4	study	study	NOUN
ajceb-6964	173	5	also	also	ADV
ajceb-6964	173	6	implies	imply	VERB
ajceb-6964	173	7	that	that	SCONJ
ajceb-6964	173	8	the	the	DET
ajceb-6964	173	9	use	use	NOUN
ajceb-6964	173	10	of	of	ADP
ajceb-6964	173	11	e	e	NOUN
ajceb-6964	173	12	-	-	NOUN
ajceb-6964	173	13	procurement	procurement	ADJ
ajceb-6964	173	14	technology	technology	NOUN
ajceb-6964	173	15	to	to	PART
ajceb-6964	173	16	carry	carry	VERB
ajceb-6964	173	17	out	out	ADP
ajceb-6964	173	18	construction	construction	NOUN
ajceb-6964	173	19	project	project	NOUN
ajceb-6964	173	20	delivery	delivery	NOUN
ajceb-6964	173	21	activities	activity	NOUN
ajceb-6964	173	22	such	such	ADJ
ajceb-6964	173	23	as	as	ADP
ajceb-6964	173	24	the	the	DET
ajceb-6964	173	25	acquisition	acquisition	NOUN
ajceb-6964	173	26	of	of	ADP
ajceb-6964	173	27	works	work	NOUN
ajceb-6964	173	28	,	,	PUNCT
ajceb-6964	173	29	services	service	NOUN
ajceb-6964	173	30	and	and	CCONJ
ajceb-6964	173	31	materials/	materials/	NUM
ajceb-6964	173	32	equipment	equipment	NOUN
ajceb-6964	173	33	reduces	reduce	VERB
ajceb-6964	173	34	the	the	DET
ajceb-6964	173	35	incidence	incidence	NOUN
ajceb-6964	173	36	of	of	ADP
ajceb-6964	173	37	corrupt	corrupt	ADJ
ajceb-6964	173	38	practices	practice	NOUN
ajceb-6964	173	39	,	,	PUNCT
ajceb-6964	173	40	by	by	ADP
ajceb-6964	173	41	circumventing	circumvent	VERB
ajceb-6964	173	42	the	the	DET
ajceb-6964	173	43	various	various	ADJ
ajceb-6964	173	44	challenges	challenge	NOUN
ajceb-6964	173	45	associated	associate	VERB
ajceb-6964	173	46	with	with	ADP
ajceb-6964	173	47	the	the	DET
ajceb-6964	173	48	traditional	traditional	ADJ
ajceb-6964	173	49	paper	paper	NOUN
ajceb-6964	173	50	-	-	PUNCT
ajceb-6964	173	51	based	base	VERB
ajceb-6964	173	52	procurement	procurement	NOUN
ajceb-6964	173	53	method	method	NOUN
ajceb-6964	173	54	,	,	PUNCT
ajceb-6964	173	55	promoting	promote	VERB
ajceb-6964	173	56	transparent	transparent	ADJ
ajceb-6964	173	57	bidding	bidding	NOUN
ajceb-6964	173	58	process	process	NOUN
ajceb-6964	173	59	,	,	PUNCT
ajceb-6964	173	60	increasing	increase	VERB
ajceb-6964	173	61	competition	competition	NOUN
ajceb-6964	173	62	among	among	ADP
ajceb-6964	173	63	bidders	bidder	NOUN
ajceb-6964	173	64	and	and	CCONJ
ajceb-6964	173	65	reducing	reduce	VERB
ajceb-6964	173	66	the	the	DET
ajceb-6964	173	67	acquisition	acquisition	NOUN
ajceb-6964	173	68	of	of	ADP
ajceb-6964	173	69	unnecessary	unnecessary	ADJ
ajceb-6964	173	70	projects	project	NOUN
ajceb-6964	173	71	and	and	CCONJ
ajceb-6964	173	72	facilitating	facilitate	VERB
ajceb-6964	173	73	easier	easy	ADJ
ajceb-6964	173	74	and	and	CCONJ
ajceb-6964	173	75	prompt	prompt	ADJ
ajceb-6964	173	76	disclosure	disclosure	NOUN
ajceb-6964	173	77	of	of	ADP
ajceb-6964	173	78	vital	vital	ADJ
ajceb-6964	173	79	information	information	NOUN
ajceb-6964	173	80	,	,	PUNCT
ajceb-6964	173	81	and	and	CCONJ
ajceb-6964	173	82	reducing	reduce	VERB
ajceb-6964	173	83	the	the	DET
ajceb-6964	173	84	level	level	NOUN
ajceb-6964	173	85	of	of	ADP
ajceb-6964	173	86	human	human	ADJ
ajceb-6964	173	87	face	face	NOUN
ajceb-6964	173	88	-	-	PUNCT
ajceb-6964	173	89	to	to	ADP
ajceb-6964	173	90	-	-	PUNCT
ajceb-6964	173	91	face	face	NOUN
ajceb-6964	173	92	interactions	interaction	NOUN
ajceb-6964	173	93	.	.	PUNCT
ajceb-6964	174	1	therefore	therefore	ADV
ajceb-6964	174	2	,	,	PUNCT
ajceb-6964	174	3	intending	intend	VERB
ajceb-6964	174	4	and	and	CCONJ
ajceb-6964	174	5	current	current	ADJ
ajceb-6964	174	6	users	user	NOUN
ajceb-6964	174	7	of	of	ADP
ajceb-6964	174	8	this	this	DET
ajceb-6964	174	9	technology	technology	NOUN
ajceb-6964	174	10	are	be	AUX
ajceb-6964	174	11	advised	advise	VERB
ajceb-6964	174	12	to	to	PART
ajceb-6964	174	13	given	give	VERB
ajceb-6964	174	14	adequate	adequate	ADJ
ajceb-6964	174	15	consideration	consideration	NOUN
ajceb-6964	174	16	to	to	ADP
ajceb-6964	174	17	these	these	DET
ajceb-6964	174	18	aspects	aspect	NOUN
ajceb-6964	174	19	if	if	SCONJ
ajceb-6964	174	20	they	they	PRON
ajceb-6964	174	21	hope	hope	VERB
ajceb-6964	174	22	to	to	PART
ajceb-6964	174	23	use	use	VERB
ajceb-6964	174	24	e	e	NOUN
ajceb-6964	174	25	-	-	NOUN
ajceb-6964	174	26	procurement	procurement	ADJ
ajceb-6964	174	27	technology	technology	NOUN
ajceb-6964	174	28	as	as	ADP
ajceb-6964	174	29	a	a	DET
ajceb-6964	174	30	tool	tool	NOUN
ajceb-6964	174	31	for	for	ADP
ajceb-6964	174	32	reducing	reduce	VERB
ajceb-6964	174	33	corruption	corruption	NOUN
ajceb-6964	174	34	in	in	ADP
ajceb-6964	174	35	construction	construction	NOUN
ajceb-6964	174	36	project	project	NOUN
ajceb-6964	174	37	delivery	delivery	NOUN
ajceb-6964	174	38	.	.	PUNCT
ajceb-6964	175	1	based	base	VERB
ajceb-6964	175	2	on	on	ADP
ajceb-6964	175	3	the	the	DET
ajceb-6964	175	4	foregoing	foregoing	NOUN
ajceb-6964	175	5	,	,	PUNCT
ajceb-6964	175	6	this	this	DET
ajceb-6964	175	7	study	study	NOUN
ajceb-6964	175	8	is	be	AUX
ajceb-6964	175	9	considered	consider	VERB
ajceb-6964	175	10	relevant	relevant	ADJ
ajceb-6964	175	11	to	to	ADP
ajceb-6964	175	12	construction	construction	NOUN
ajceb-6964	175	13	industry	industry	NOUN
ajceb-6964	175	14	stakeholders	stakeholder	NOUN
ajceb-6964	175	15	and	and	CCONJ
ajceb-6964	175	16	this	this	DET
ajceb-6964	175	17	journal	journal	NOUN
ajceb-6964	175	18	in	in	ADP
ajceb-6964	175	19	revealing	reveal	VERB
ajceb-6964	175	20	the	the	DET
ajceb-6964	175	21	specific	specific	ADJ
ajceb-6964	175	22	aspects	aspect	NOUN
ajceb-6964	175	23	of	of	ADP
ajceb-6964	175	24	e	e	NOUN
ajceb-6964	175	25	-	-	NOUN
ajceb-6964	175	26	procurement	procurement	NOUN
ajceb-6964	175	27	that	that	PRON
ajceb-6964	175	28	can	can	AUX
ajceb-6964	175	29	help	help	VERB
ajceb-6964	175	30	in	in	ADP
ajceb-6964	175	31	reducing	reduce	VERB
ajceb-6964	175	32	or	or	CCONJ
ajceb-6964	175	33	curbing	curb	VERB
ajceb-6964	175	34	the	the	DET
ajceb-6964	175	35	incidences	incidence	NOUN
ajceb-6964	175	36	of	of	ADP
ajceb-6964	175	37	corrupt	corrupt	ADJ
ajceb-6964	175	38	and	and	CCONJ
ajceb-6964	175	39	unethical	unethical	ADJ
ajceb-6964	175	40	practices	practice	NOUN
ajceb-6964	175	41	in	in	ADP
ajceb-6964	175	42	the	the	DET
ajceb-6964	175	43	procurement	procurement	NOUN
ajceb-6964	175	44	of	of	ADP
ajceb-6964	175	45	public	public	ADJ
ajceb-6964	175	46	works	work	NOUN
ajceb-6964	175	47	and	and	CCONJ
ajceb-6964	175	48	construction	construction	NOUN
ajceb-6964	175	49	projects	project	NOUN
ajceb-6964	175	50	.	.	PUNCT
ajceb-6964	176	1	it	it	PRON
ajceb-6964	176	2	also	also	ADV
ajceb-6964	176	3	adds	add	VERB
ajceb-6964	176	4	to	to	ADP
ajceb-6964	176	5	the	the	DET
ajceb-6964	176	6	growing	grow	VERB
ajceb-6964	176	7	literature	literature	NOUN
ajceb-6964	176	8	on	on	ADP
ajceb-6964	176	9	the	the	DET
ajceb-6964	176	10	strategies	strategy	NOUN
ajceb-6964	176	11	for	for	ADP
ajceb-6964	176	12	improving	improve	VERB
ajceb-6964	176	13	the	the	DET
ajceb-6964	176	14	efficiency	efficiency	NOUN
ajceb-6964	176	15	and	and	CCONJ
ajceb-6964	176	16	corruption	corruption	NOUN
ajceb-6964	176	17	rating	rating	NOUN
ajceb-6964	176	18	of	of	ADP
ajceb-6964	176	19	the	the	DET
ajceb-6964	176	20	construction	construction	NOUN
ajceb-6964	176	21	industry	industry	NOUN
ajceb-6964	176	22	.	.	PUNCT
ajceb-6964	177	1	since	since	SCONJ
ajceb-6964	177	2	the	the	DET
ajceb-6964	177	3	data	datum	NOUN
ajceb-6964	177	4	used	use	VERB
ajceb-6964	177	5	in	in	ADP
ajceb-6964	177	6	this	this	DET
ajceb-6964	177	7	research	research	NOUN
ajceb-6964	177	8	were	be	AUX
ajceb-6964	177	9	sourced	source	VERB
ajceb-6964	177	10	from	from	ADP
ajceb-6964	177	11	a	a	DET
ajceb-6964	177	12	questionnaire	questionnaire	NOUN
ajceb-6964	177	13	survey	survey	NOUN
ajceb-6964	177	14	and	and	CCONJ
ajceb-6964	177	15	18	18	NUM
ajceb-6964	177	16	anticorruption	anticorruption	NOUN
ajceb-6964	177	17	capabilities	capability	NOUN
ajceb-6964	177	18	of	of	ADP
ajceb-6964	177	19	e	e	NOUN
ajceb-6964	177	20	-	-	NOUN
ajceb-6964	177	21	procurement	procurement	ADJ
ajceb-6964	177	22	technology	technology	NOUN
ajceb-6964	177	23	were	be	AUX
ajceb-6964	177	24	investigated	investigate	VERB
ajceb-6964	177	25	,	,	PUNCT
ajceb-6964	177	26	the	the	DET
ajceb-6964	177	27	findings	finding	NOUN
ajceb-6964	177	28	of	of	ADP
ajceb-6964	177	29	this	this	DET
ajceb-6964	177	30	study	study	NOUN
ajceb-6964	177	31	can	can	AUX
ajceb-6964	177	32	not	not	PART
ajceb-6964	177	33	be	be	AUX
ajceb-6964	177	34	separated	separate	VERB
ajceb-6964	177	35	from	from	ADP
ajceb-6964	177	36	the	the	DET
ajceb-6964	177	37	biases	bias	NOUN
ajceb-6964	177	38	of	of	ADP
ajceb-6964	177	39	those	those	PRON
ajceb-6964	177	40	who	who	PRON
ajceb-6964	177	41	took	take	VERB
ajceb-6964	177	42	part	part	NOUN
ajceb-6964	177	43	in	in	ADP
ajceb-6964	177	44	the	the	DET
ajceb-6964	177	45	survey	survey	NOUN
ajceb-6964	177	46	.	.	PUNCT
ajceb-6964	178	1	of	of	ADP
ajceb-6964	178	2	course	course	ADV
ajceb-6964	178	3	,	,	PUNCT
ajceb-6964	178	4	egidario	egidario	PROPN
ajceb-6964	178	5	et	et	PROPN
ajceb-6964	178	6	al	al	PROPN
ajceb-6964	178	7	construction	construction	PROPN
ajceb-6964	178	8	economics	economic	NOUN
ajceb-6964	178	9	and	and	CCONJ
ajceb-6964	178	10	building	building	NOUN
ajceb-6964	178	11	,	,	PUNCT
ajceb-6964	178	12	vol	vol	NOUN
ajceb-6964	178	13	.	.	PROPN
ajceb-6964	178	14	20	20	NUM
ajceb-6964	178	15	,	,	PUNCT
ajceb-6964	178	16	no	no	INTJ
ajceb-6964	178	17	.	.	NOUN
ajceb-6964	178	18	1	1	NUM
ajceb-6964	178	19	,	,	PUNCT
ajceb-6964	178	20	march	march	PROPN
ajceb-6964	178	21	202072	202072	NUM
ajceb-6964	178	22	this	this	PRON
ajceb-6964	178	23	is	be	AUX
ajceb-6964	178	24	one	one	NUM
ajceb-6964	178	25	of	of	ADP
ajceb-6964	178	26	the	the	DET
ajceb-6964	178	27	limitations	limitation	NOUN
ajceb-6964	178	28	of	of	ADP
ajceb-6964	178	29	a	a	DET
ajceb-6964	178	30	questionnaire	questionnaire	NOUN
ajceb-6964	178	31	survey	survey	NOUN
ajceb-6964	178	32	of	of	ADP
ajceb-6964	178	33	this	this	DET
ajceb-6964	178	34	nature	nature	NOUN
ajceb-6964	178	35	.	.	PUNCT
ajceb-6964	179	1	in	in	ADP
ajceb-6964	179	2	the	the	DET
ajceb-6964	179	3	light	light	NOUN
ajceb-6964	179	4	of	of	ADP
ajceb-6964	179	5	this	this	PRON
ajceb-6964	179	6	,	,	PUNCT
ajceb-6964	179	7	it	it	PRON
ajceb-6964	179	8	is	be	AUX
ajceb-6964	179	9	suggested	suggest	VERB
ajceb-6964	179	10	that	that	SCONJ
ajceb-6964	179	11	further	further	ADJ
ajceb-6964	179	12	studies	study	NOUN
ajceb-6964	179	13	be	be	AUX
ajceb-6964	179	14	conducted	conduct	VERB
ajceb-6964	179	15	using	use	VERB
ajceb-6964	179	16	mixed	mixed	ADJ
ajceb-6964	179	17	methods	method	NOUN
ajceb-6964	179	18	of	of	ADP
ajceb-6964	179	19	data	datum	NOUN
ajceb-6964	179	20	collection	collection	NOUN
ajceb-6964	179	21	such	such	ADJ
ajceb-6964	179	22	as	as	ADP
ajceb-6964	179	23	questionnaire	questionnaire	NOUN
ajceb-6964	179	24	and	and	CCONJ
ajceb-6964	179	25	interview	interview	NOUN
ajceb-6964	179	26	with	with	ADP
ajceb-6964	179	27	the	the	DET
ajceb-6964	179	28	inclusion	inclusion	NOUN
ajceb-6964	179	29	of	of	ADP
ajceb-6964	179	30	more	more	ADJ
ajceb-6964	179	31	anti	anti	ADJ
ajceb-6964	179	32	-	-	ADJ
ajceb-6964	179	33	corruption	corruption	ADJ
ajceb-6964	179	34	capabilities	capability	NOUN
ajceb-6964	179	35	.	.	PUNCT
ajceb-6964	180	1	the	the	DET
ajceb-6964	180	2	study	study	NOUN
ajceb-6964	180	3	is	be	AUX
ajceb-6964	180	4	also	also	ADV
ajceb-6964	180	5	limited	limit	VERB
ajceb-6964	180	6	to	to	ADP
ajceb-6964	180	7	the	the	DET
ajceb-6964	180	8	e	e	NOUN
ajceb-6964	180	9	-	-	NOUN
ajceb-6964	180	10	procurement	procurement	ADJ
ajceb-6964	180	11	technologies	technology	NOUN
ajceb-6964	180	12	/	/	SYM
ajceb-6964	180	13	tools	tool	NOUN
ajceb-6964	180	14	/	/	SYM
ajceb-6964	180	15	applications	application	NOUN
ajceb-6964	180	16	and	and	CCONJ
ajceb-6964	180	17	project	project	NOUN
ajceb-6964	180	18	delivery	delivery	NOUN
ajceb-6964	180	19	activities	activity	NOUN
ajceb-6964	180	20	investigated	investigate	VERB
ajceb-6964	180	21	;	;	PUNCT
ajceb-6964	180	22	hence	hence	ADV
ajceb-6964	180	23	other	other	ADJ
ajceb-6964	180	24	study	study	NOUN
ajceb-6964	180	25	should	should	AUX
ajceb-6964	180	26	also	also	ADV
ajceb-6964	180	27	consider	consider	VERB
ajceb-6964	180	28	other	other	ADJ
ajceb-6964	180	29	e	e	NOUN
ajceb-6964	180	30	-	-	NOUN
ajceb-6964	180	31	procurement	procurement	ADJ
ajceb-6964	180	32	systems	system	NOUN
ajceb-6964	180	33	used	use	VERB
ajceb-6964	180	34	in	in	ADP
ajceb-6964	180	35	construction	construction	NOUN
ajceb-6964	180	36	project	project	NOUN
ajceb-6964	180	37	delivery	delivery	NOUN
ajceb-6964	180	38	not	not	PART
ajceb-6964	180	39	included	include	VERB
ajceb-6964	180	40	in	in	ADP
ajceb-6964	180	41	the	the	DET
ajceb-6964	180	42	current	current	ADJ
ajceb-6964	180	43	study	study	NOUN
ajceb-6964	180	44	.	.	PUNCT
ajceb-6964	181	1	acknowledgements	acknowledgement	NOUN
ajceb-6964	181	2	the	the	DET
ajceb-6964	181	3	authors	author	NOUN
ajceb-6964	181	4	wish	wish	VERB
ajceb-6964	181	5	to	to	PART
ajceb-6964	181	6	acknowledge	acknowledge	VERB
ajceb-6964	181	7	the	the	DET
ajceb-6964	181	8	covenant	covenant	ADJ
ajceb-6964	181	9	university	university	NOUN
ajceb-6964	181	10	centre	centre	NOUN
ajceb-6964	181	11	for	for	ADP
ajceb-6964	181	12	research	research	NOUN
ajceb-6964	181	13	,	,	PUNCT
ajceb-6964	181	14	innovation	innovation	NOUN
ajceb-6964	181	15	and	and	CCONJ
ajceb-6964	181	16	discovery	discovery	NOUN
ajceb-6964	181	17	(	(	PUNCT
ajceb-6964	181	18	cucrid	cucrid	NOUN
ajceb-6964	181	19	)	)	PUNCT
ajceb-6964	181	20	who	who	PRON
ajceb-6964	181	21	provided	provide	VERB
ajceb-6964	181	22	the	the	DET
ajceb-6964	181	23	grant	grant	NOUN
ajceb-6964	181	24	that	that	PRON
ajceb-6964	181	25	made	make	VERB
ajceb-6964	181	26	this	this	DET
ajceb-6964	181	27	research	research	NOUN
ajceb-6964	181	28	possible	possible	ADJ
ajceb-6964	181	29	.	.	PUNCT
ajceb-6964	182	1	we	we	PRON
ajceb-6964	182	2	also	also	ADV
ajceb-6964	182	3	acknowledge	acknowledge	VERB
ajceb-6964	182	4	all	all	DET
ajceb-6964	182	5	the	the	DET
ajceb-6964	182	6	research	research	NOUN
ajceb-6964	182	7	assistants	assistant	NOUN
ajceb-6964	182	8	who	who	PRON
ajceb-6964	182	9	helped	help	VERB
ajceb-6964	182	10	in	in	ADP
ajceb-6964	182	11	the	the	DET
ajceb-6964	182	12	survey	survey	NOUN
ajceb-6964	182	13	and	and	CCONJ
ajceb-6964	182	14	the	the	DET
ajceb-6964	182	15	individuals	individual	NOUN
ajceb-6964	182	16	in	in	ADP
ajceb-6964	182	17	the	the	DET
ajceb-6964	182	18	different	different	ADJ
ajceb-6964	182	19	firms	firm	NOUN
ajceb-6964	182	20	and	and	CCONJ
ajceb-6964	182	21	organisations	organisation	NOUN
ajceb-6964	182	22	who	who	PRON
ajceb-6964	182	23	took	take	VERB
ajceb-6964	182	24	part	part	NOUN
ajceb-6964	182	25	in	in	ADP
ajceb-6964	182	26	the	the	DET
ajceb-6964	182	27	research	research	NOUN
ajceb-6964	182	28	as	as	ADV
ajceb-6964	182	29	well	well	ADV
ajceb-6964	182	30	as	as	ADP
ajceb-6964	182	31	the	the	DET
ajceb-6964	182	32	anonymous	anonymous	ADJ
ajceb-6964	182	33	reviewers	reviewer	NOUN
ajceb-6964	182	34	whose	whose	DET
ajceb-6964	182	35	comments	comment	NOUN
ajceb-6964	182	36	and	and	CCONJ
ajceb-6964	182	37	suggestions	suggestion	NOUN
ajceb-6964	182	38	shaped	shape	VERB
ajceb-6964	182	39	the	the	DET
ajceb-6964	182	40	final	final	ADJ
ajceb-6964	182	41	version	version	NOUN
ajceb-6964	182	42	of	of	ADP
ajceb-6964	182	43	this	this	DET
ajceb-6964	182	44	paper	paper	NOUN
ajceb-6964	182	45	.	.	PUNCT
ajceb-6964	183	1	references	reference	NOUN
ajceb-6964	183	2	adebiyi	adebiyi	NOUN
ajceb-6964	183	3	,	,	PUNCT
ajceb-6964	183	4	a.a	a.a	PROPN
ajceb-6964	183	5	.	.	PROPN
ajceb-6964	183	6	,	,	PUNCT
ajceb-6964	183	7	ayo	ayo	PROPN
ajceb-6964	183	8	,	,	PUNCT
ajceb-6964	183	9	c.k	c.k	PROPN
ajceb-6964	183	10	.	.	PROPN
ajceb-6964	183	11	and	and	CCONJ
ajceb-6964	183	12	adebiyi	adebiyi	NOUN
ajceb-6964	183	13	,	,	PUNCT
ajceb-6964	183	14	m.o	m.o	PROPN
ajceb-6964	183	15	.	.	PROPN
ajceb-6964	183	16	,	,	PUNCT
ajceb-6964	183	17	2010	2010	NUM
ajceb-6964	183	18	.	.	PUNCT
ajceb-6964	184	1	development	development	NOUN
ajceb-6964	184	2	of	of	ADP
ajceb-6964	184	3	electronic	electronic	ADJ
ajceb-6964	184	4	government	government	NOUN
ajceb-6964	184	5	procurement	procurement	NOUN
ajceb-6964	184	6	(	(	PUNCT
ajceb-6964	184	7	e	e	NOUN
ajceb-6964	184	8	-	-	NOUN
ajceb-6964	184	9	gp	gp	NOUN
ajceb-6964	184	10	)	)	PUNCT
ajceb-6964	184	11	system	system	NOUN
ajceb-6964	184	12	for	for	ADP
ajceb-6964	184	13	nigeria	nigeria	PROPN
ajceb-6964	184	14	public	public	ADJ
ajceb-6964	184	15	sector	sector	NOUN
ajceb-6964	184	16	,	,	PUNCT
ajceb-6964	184	17	international	international	ADJ
ajceb-6964	184	18	journal	journal	NOUN
ajceb-6964	184	19	of	of	ADP
ajceb-6964	184	20	electrical	electrical	PROPN
ajceb-6964	184	21	&	&	CCONJ
ajceb-6964	184	22	computer	computer	NOUN
ajceb-6964	184	23	sciences	sciences	PROPN
ajceb-6964	184	24	,	,	PUNCT
ajceb-6964	184	25	10(6	10(6	NOUN
ajceb-6964	184	26	)	)	PUNCT
ajceb-6964	184	27	,	,	PUNCT
ajceb-6964	184	28	pp.74	pp.74	NOUN
ajceb-6964	184	29	-	-	PUNCT
ajceb-6964	184	30	84	84	NUM
ajceb-6964	184	31	.	.	PUNCT
ajceb-6964	185	1	adeyemo	adeyemo	ADJ
ajceb-6964	185	2	,	,	PUNCT
ajceb-6964	185	3	a.a	a.a	PROPN
ajceb-6964	185	4	.	.	PROPN
ajceb-6964	185	5	and	and	CCONJ
ajceb-6964	185	6	amade	amade	PROPN
ajceb-6964	185	7	,	,	PUNCT
ajceb-6964	185	8	b.	b.	PROPN
ajceb-6964	185	9	,	,	PUNCT
ajceb-6964	185	10	2016	2016	NUM
ajceb-6964	185	11	.	.	PUNCT
ajceb-6964	186	1	corruption	corruption	NOUN
ajceb-6964	186	2	and	and	CCONJ
ajceb-6964	186	3	construction	construction	NOUN
ajceb-6964	186	4	projects	project	NOUN
ajceb-6964	186	5	in	in	ADP
ajceb-6964	186	6	nigeria	nigeria	PROPN
ajceb-6964	186	7	:	:	PUNCT
ajceb-6964	186	8	manifestations	manifestation	NOUN
ajceb-6964	186	9	and	and	CCONJ
ajceb-6964	186	10	solutions	solution	NOUN
ajceb-6964	186	11	.	.	PUNCT
ajceb-6964	187	1	pm	pm	PROPN
ajceb-6964	187	2	world	world	PROPN
ajceb-6964	187	3	journal	journal	PROPN
ajceb-6964	187	4	,	,	PUNCT
ajceb-6964	187	5	5(10	5(10	NUM
ajceb-6964	187	6	)	)	PUNCT
ajceb-6964	187	7	,	,	PUNCT
ajceb-6964	187	8	pp.1	pp.1	NOUN
ajceb-6964	187	9	-	-	PUNCT
ajceb-6964	187	10	14	14	NUM
ajceb-6964	187	11	.	.	PUNCT
ajceb-6964	188	1	aduwo	aduwo	PROPN
ajceb-6964	188	2	,	,	PUNCT
ajceb-6964	188	3	e.b	e.b	PROPN
ajceb-6964	188	4	.	.	PROPN
ajceb-6964	188	5	,	,	PUNCT
ajceb-6964	188	6	ibem	ibem	PROPN
ajceb-6964	188	7	,	,	PUNCT
ajceb-6964	188	8	e.	e.	PROPN
ajceb-6964	188	9	o.	o.	PROPN
ajceb-6964	188	10	,	,	PUNCT
ajceb-6964	188	11	ayo	ayo	PROPN
ajceb-6964	188	12	-	-	PUNCT
ajceb-6964	188	13	vuaghan	vuaghan	PROPN
ajceb-6964	188	14	,	,	PUNCT
ajceb-6964	188	15	e.	e.	PROPN
ajceb-6964	188	16	a.	a.	PROPN
ajceb-6964	188	17	,	,	PUNCT
ajceb-6964	188	18	uwakonye	uwakonye	NOUN
ajceb-6964	188	19	,	,	PUNCT
ajceb-6964	188	20	o.	o.	INTJ
ajceb-6964	188	21	,	,	PUNCT
ajceb-6964	188	22	and	and	CCONJ
ajceb-6964	188	23	owolabi	owolabi	NOUN
ajceb-6964	188	24	,	,	PUNCT
ajceb-6964	188	25	j.	j.	PROPN
ajceb-6964	188	26	d.	d.	PROPN
ajceb-6964	188	27	,	,	PUNCT
ajceb-6964	188	28	(	(	PUNCT
ajceb-6964	188	29	2017	2017	NUM
ajceb-6964	188	30	)	)	PUNCT
ajceb-6964	188	31	.	.	PUNCT
ajceb-6964	189	1	e	e	X
ajceb-6964	189	2	-	-	NOUN
ajceb-6964	189	3	procurement	procurement	ADJ
ajceb-6964	189	4	use	use	NOUN
ajceb-6964	189	5	in	in	ADP
ajceb-6964	189	6	the	the	DET
ajceb-6964	189	7	nigerian	nigerian	ADJ
ajceb-6964	189	8	building	building	NOUN
ajceb-6964	189	9	industry	industry	NOUN
ajceb-6964	189	10	.	.	PUNCT
ajceb-6964	190	1	international	international	ADJ
ajceb-6964	190	2	journal	journal	PROPN
ajceb-6964	190	3	of	of	ADP
ajceb-6964	190	4	electronic	electronic	ADJ
ajceb-6964	190	5	commerce	commerce	NOUN
ajceb-6964	190	6	studies	study	NOUN
ajceb-6964	190	7	,	,	PUNCT
ajceb-6964	190	8	8	8	NUM
ajceb-6964	190	9	(	(	PUNCT
ajceb-6964	190	10	2):219	2):219	NUM
ajceb-6964	190	11	-	-	SYM
ajceb-6964	190	12	254	254	NUM
ajceb-6964	190	13	.	.	PUNCT
ajceb-6964	191	1	doi	doi	NOUN
ajceb-6964	191	2	:	:	PUNCT
ajceb-6964	191	3	10.7903	10.7903	NUM
ajceb-6964	191	4	/	/	SYM
ajceb-6964	191	5	ijecs.1524	ijecs.1524	PROPN
ajceb-6964	191	6	.	.	NOUN
ajceb-6964	191	7	agwor	agwor	PROPN
ajceb-6964	191	8	,	,	PUNCT
ajceb-6964	191	9	t.c.2015.promoting	t.c.2015.promote	VERB
ajceb-6964	191	10	transparency	transparency	NOUN
ajceb-6964	191	11	and	and	CCONJ
ajceb-6964	191	12	accountability	accountability	NOUN
ajceb-6964	191	13	for	for	ADP
ajceb-6964	191	14	sustainable	sustainable	ADJ
ajceb-6964	191	15	democracy	democracy	NOUN
ajceb-6964	191	16	in	in	ADP
ajceb-6964	191	17	nigeria	nigeria	PROPN
ajceb-6964	191	18	.	.	PUNCT
ajceb-6964	192	1	research	research	NOUN
ajceb-6964	192	2	journal	journal	PROPN
ajceb-6964	192	3	of	of	ADP
ajceb-6964	192	4	finance	finance	NOUN
ajceb-6964	192	5	and	and	CCONJ
ajceb-6964	192	6	accounting	accounting	NOUN
ajceb-6964	192	7	,	,	PUNCT
ajceb-6964	192	8	6(6):208	6(6):208	NUM
ajceb-6964	192	9	-	-	SYM
ajceb-6964	192	10	2014	2014	NUM
ajceb-6964	192	11	aman	aman	NOUN
ajceb-6964	192	12	,	,	PUNCT
ajceb-6964	192	13	a.	a.	NOUN
ajceb-6964	192	14	and	and	CCONJ
ajceb-6964	192	15	kasimin	kasimin	PROPN
ajceb-6964	192	16	,	,	PUNCT
ajceb-6964	192	17	h.	h.	PROPN
ajceb-6964	192	18	,	,	PUNCT
ajceb-6964	192	19	2011	2011	NUM
ajceb-6964	192	20	.	.	PUNCT
ajceb-6964	193	1	e	e	X
ajceb-6964	193	2	-	-	NOUN
ajceb-6964	193	3	procurement	procurement	ADJ
ajceb-6964	193	4	implementation	implementation	NOUN
ajceb-6964	193	5	:	:	PUNCT
ajceb-6964	193	6	a	a	DET
ajceb-6964	193	7	case	case	NOUN
ajceb-6964	193	8	of	of	ADP
ajceb-6964	193	9	malaysia	malaysia	PROPN
ajceb-6964	193	10	government	government	NOUN
ajceb-6964	193	11	.	.	PUNCT
ajceb-6964	194	1	transforming	transform	VERB
ajceb-6964	194	2	government	government	NOUN
ajceb-6964	194	3	:	:	PUNCT
ajceb-6964	194	4	people	people	NOUN
ajceb-6964	194	5	,	,	PUNCT
ajceb-6964	194	6	process	process	NOUN
ajceb-6964	194	7	and	and	CCONJ
ajceb-6964	194	8	policy	policy	NOUN
ajceb-6964	194	9	,	,	PUNCT
ajceb-6964	194	10	5(4	5(4	NUM
ajceb-6964	194	11	)	)	PUNCT
ajceb-6964	194	12	,	,	PUNCT
ajceb-6964	194	13	pp.330	pp.330	PROPN
ajceb-6964	194	14	-	-	SYM
ajceb-6964	194	15	440	440	NUM
ajceb-6964	194	16	.	.	PUNCT
ajceb-6964	194	17	doi	doi	PROPN
ajceb-6964	194	18	.	.	PUNCT
ajceb-6964	195	1	org/10.1108/17506161111173586	org/10.1108/17506161111173586	PROPN
ajceb-6964	195	2	.	.	PUNCT
ajceb-6964	195	3	ambraseys	ambraseys	PROPN
ajceb-6964	195	4	,	,	PUNCT
ajceb-6964	195	5	n.	n.	PROPN
ajceb-6964	195	6	and	and	CCONJ
ajceb-6964	195	7	bilham	bilham	PROPN
ajceb-6964	195	8	,	,	PUNCT
ajceb-6964	195	9	r.	r.	PROPN
ajceb-6964	195	10	,	,	PUNCT
ajceb-6964	195	11	2011	2011	NUM
ajceb-6964	195	12	.	.	PUNCT
ajceb-6964	196	1	corruption	corruption	NOUN
ajceb-6964	196	2	kills	kill	VERB
ajceb-6964	196	3	.	.	PUNCT
ajceb-6964	197	1	nature	nature	NOUN
ajceb-6964	197	2	,	,	PUNCT
ajceb-6964	197	3	469	469	NUM
ajceb-6964	197	4	,	,	PUNCT
ajceb-6964	197	5	pp.153	pp.153	VERB
ajceb-6964	197	6	-	-	PUNCT
ajceb-6964	197	7	55	55	NUM
ajceb-6964	197	8	.	.	PUNCT
ajceb-6964	198	1	ameh	ameh	NOUN
ajceb-6964	198	2	,	,	PUNCT
ajceb-6964	198	3	o.j	o.j	PROPN
ajceb-6964	198	4	.	.	PROPN
ajceb-6964	198	5	and	and	CCONJ
ajceb-6964	198	6	odusami	odusami	NOUN
ajceb-6964	198	7	,	,	PUNCT
ajceb-6964	198	8	k.t	k.t	PROPN
ajceb-6964	198	9	.	.	PROPN
ajceb-6964	198	10	,	,	PUNCT
ajceb-6964	198	11	2010	2010	NUM
ajceb-6964	198	12	.	.	PUNCT
ajceb-6964	199	1	professionals	professional	NOUN
ajceb-6964	199	2	’	’	PART
ajceb-6964	199	3	ambivalence	ambivalence	NOUN
ajceb-6964	199	4	toward	toward	ADP
ajceb-6964	199	5	ethics	ethic	NOUN
ajceb-6964	199	6	in	in	ADP
ajceb-6964	199	7	the	the	DET
ajceb-6964	199	8	nigerian	nigerian	ADJ
ajceb-6964	199	9	construction	construction	NOUN
ajceb-6964	199	10	industry	industry	NOUN
ajceb-6964	199	11	.	.	PUNCT
ajceb-6964	200	1	journal	journal	PROPN
ajceb-6964	200	2	of	of	ADP
ajceb-6964	200	3	professional	professional	ADJ
ajceb-6964	200	4	issues	issue	NOUN
ajceb-6964	200	5	in	in	ADP
ajceb-6964	200	6	engineering	engineering	NOUN
ajceb-6964	200	7	education	education	NOUN
ajceb-6964	200	8	and	and	CCONJ
ajceb-6964	200	9	practice	practice	NOUN
ajceb-6964	200	10	,	,	PUNCT
ajceb-6964	200	11	136(1	136(1	NUM
ajceb-6964	200	12	)	)	PUNCT
ajceb-6964	200	13	,	,	PUNCT
ajceb-6964	200	14	pp.9	pp.9	NOUN
ajceb-6964	200	15	-	-	SYM
ajceb-6964	200	16	16	16	NUM
ajceb-6964	200	17	.	.	PUNCT
ajceb-6964	201	1	ascelibrary.org/doi	ascelibrary.org/doi	PROPN
ajceb-6964	201	2	.	.	PROPN
ajceb-6964	201	3	/10/10.1061/(asce)1052	/10/10.1061/(asce)1052	PUNCT
ajceb-6964	201	4	-	-	PUNCT
ajceb-6964	201	5	3928	3928	NUM
ajceb-6964	201	6	.	.	PUNCT
ajceb-6964	202	1	ameyaw	ameyaw	PROPN
ajceb-6964	202	2	,	,	PUNCT
ajceb-6964	202	3	c.	c.	PROPN
ajceb-6964	202	4	and	and	CCONJ
ajceb-6964	202	5	mensah	mensah	PROPN
ajceb-6964	202	6	,	,	PUNCT
ajceb-6964	202	7	s.	s.	PROPN
ajceb-6964	202	8	,	,	PUNCT
ajceb-6964	202	9	2013	2013	NUM
ajceb-6964	202	10	.	.	PUNCT
ajceb-6964	203	1	curbing	curb	VERB
ajceb-6964	203	2	corruption	corruption	NOUN
ajceb-6964	203	3	in	in	ADP
ajceb-6964	203	4	the	the	DET
ajceb-6964	203	5	public	public	ADJ
ajceb-6964	203	6	procurement	procurement	NOUN
ajceb-6964	203	7	process	process	NOUN
ajceb-6964	203	8	in	in	ADP
ajceb-6964	203	9	ghana	ghana	PROPN
ajceb-6964	203	10	.	.	PUNCT
ajceb-6964	204	1	public	public	ADJ
ajceb-6964	204	2	policy	policy	NOUN
ajceb-6964	204	3	and	and	CCONJ
ajceb-6964	204	4	administration	administration	NOUN
ajceb-6964	204	5	research	research	NOUN
ajceb-6964	204	6	,	,	PUNCT
ajceb-6964	204	7	3(5	3(5	NUM
ajceb-6964	204	8	)	)	PUNCT
ajceb-6964	204	9	,	,	PUNCT
ajceb-6964	204	10	pp.44	pp.44	NOUN
ajceb-6964	204	11	-	-	PUNCT
ajceb-6964	204	12	53	53	NUM
ajceb-6964	204	13	.	.	PUNCT
ajceb-6964	204	14	doi.org/10.14738.abr.612.5719	doi.org/10.14738.abr.612.5719	PROPN
ajceb-6964	204	15	.	.	PROPN
ajceb-6964	205	1	ayodele	ayodele	PROPN
ajceb-6964	205	2	,	,	PUNCT
ajceb-6964	205	3	e.o	e.o	PROPN
ajceb-6964	205	4	.	.	PROPN
ajceb-6964	205	5	,	,	PUNCT
ajceb-6964	205	6	ogunbode	ogunbode	PROPN
ajceb-6964	205	7	,	,	PUNCT
ajceb-6964	205	8	a.b	a.b	PROPN
ajceb-6964	205	9	.	.	PROPN
ajceb-6964	205	10	,	,	PUNCT
ajceb-6964	205	11	ariyo	ariyo	NOUN
ajceb-6964	205	12	,	,	PUNCT
ajceb-6964	205	13	i.e.	i.e.	X
ajceb-6964	205	14	and	and	CCONJ
ajceb-6964	205	15	alabi	alabi	NOUN
ajceb-6964	205	16	,	,	PUNCT
ajceb-6964	205	17	o.m	o.m	PROPN
ajceb-6964	205	18	.	.	PROPN
ajceb-6964	205	19	,	,	PUNCT
ajceb-6964	205	20	2011	2011	NUM
ajceb-6964	205	21	.	.	PUNCT
ajceb-6964	206	1	corruption	corruption	NOUN
ajceb-6964	206	2	in	in	ADP
ajceb-6964	206	3	the	the	DET
ajceb-6964	206	4	construction	construction	NOUN
ajceb-6964	206	5	industry	industry	NOUN
ajceb-6964	206	6	of	of	ADP
ajceb-6964	206	7	nigeria	nigeria	PROPN
ajceb-6964	206	8	:	:	PUNCT
ajceb-6964	206	9	causes	cause	NOUN
ajceb-6964	206	10	and	and	CCONJ
ajceb-6964	206	11	solutions	solution	NOUN
ajceb-6964	206	12	.	.	PUNCT
ajceb-6964	207	1	journal	journal	NOUN
ajceb-6964	207	2	of	of	ADP
ajceb-6964	207	3	emerging	emerge	VERB
ajceb-6964	207	4	trends	trend	NOUN
ajceb-6964	207	5	in	in	ADP
ajceb-6964	207	6	economics	economic	NOUN
ajceb-6964	207	7	and	and	CCONJ
ajceb-6964	207	8	management	management	NOUN
ajceb-6964	207	9	sciences	science	NOUN
ajceb-6964	207	10	,	,	PUNCT
ajceb-6964	207	11	2(3	2(3	NUM
ajceb-6964	207	12	)	)	PUNCT
ajceb-6964	207	13	,	,	PUNCT
ajceb-6964	207	14	pp.156	pp.156	PROPN
ajceb-6964	207	15	-	-	SYM
ajceb-6964	207	16	59	59	NUM
ajceb-6964	207	17	.	.	PUNCT
ajceb-6964	208	1	bowen	bowen	PROPN
ajceb-6964	208	2	,	,	PUNCT
ajceb-6964	208	3	p.	p.	PROPN
ajceb-6964	208	4	,	,	PUNCT
ajceb-6964	208	5	akintoye	akintoye	PROPN
ajceb-6964	208	6	,	,	PUNCT
ajceb-6964	208	7	a.	a.	NOUN
ajceb-6964	208	8	,	,	PUNCT
ajceb-6964	208	9	pearl	pearl	NOUN
ajceb-6964	208	10	,	,	PUNCT
ajceb-6964	208	11	r.	r.	PROPN
ajceb-6964	208	12	and	and	CCONJ
ajceb-6964	208	13	edwards	edwards	PROPN
ajceb-6964	208	14	,	,	PUNCT
ajceb-6964	208	15	p.	p.	PROPN
ajceb-6964	208	16	,	,	PUNCT
ajceb-6964	208	17	2007.ethical	2007.ethical	ADJ
ajceb-6964	208	18	behaviour	behaviour	NOUN
ajceb-6964	208	19	in	in	ADP
ajceb-6964	208	20	the	the	DET
ajceb-6964	208	21	south	south	ADJ
ajceb-6964	208	22	african	african	ADJ
ajceb-6964	208	23	construction	construction	NOUN
ajceb-6964	208	24	industry	industry	NOUN
ajceb-6964	208	25	.	.	PUNCT
ajceb-6964	209	1	construction	construction	NOUN
ajceb-6964	209	2	management	management	NOUN
ajceb-6964	209	3	and	and	CCONJ
ajceb-6964	209	4	economics	economic	NOUN
ajceb-6964	209	5	,	,	PUNCT
ajceb-6964	209	6	25(6	25(6	NOUN
ajceb-6964	209	7	)	)	PUNCT
ajceb-6964	209	8	,	,	PUNCT
ajceb-6964	209	9	pp.631	pp.631	PROPN
ajceb-6964	209	10	-	-	PUNCT
ajceb-6964	209	11	48	48	NUM
ajceb-6964	209	12	.	.	PUNCT
ajceb-6964	210	1	bowen	bowen	PROPN
ajceb-6964	210	2	,	,	PUNCT
ajceb-6964	210	3	p.	p.	PROPN
ajceb-6964	210	4	,	,	PUNCT
ajceb-6964	210	5	edwards	edwards	PROPN
ajceb-6964	210	6	,	,	PUNCT
ajceb-6964	210	7	p.	p.	NOUN
ajceb-6964	210	8	and	and	CCONJ
ajceb-6964	210	9	cattell	cattell	PROPN
ajceb-6964	210	10	,	,	PUNCT
ajceb-6964	210	11	k.	k.	PROPN
ajceb-6964	210	12	,	,	PUNCT
ajceb-6964	210	13	2012	2012	NUM
ajceb-6964	210	14	.	.	PUNCT
ajceb-6964	211	1	corruption	corruption	NOUN
ajceb-6964	211	2	in	in	ADP
ajceb-6964	211	3	the	the	DET
ajceb-6964	211	4	south	south	ADJ
ajceb-6964	211	5	african	african	ADJ
ajceb-6964	211	6	construction	construction	NOUN
ajceb-6964	211	7	industry	industry	NOUN
ajceb-6964	211	8	:	:	PUNCT
ajceb-6964	211	9	a	a	DET
ajceb-6964	211	10	mixed	mixed	ADJ
ajceb-6964	211	11	methods	method	NOUN
ajceb-6964	211	12	study	study	NOUN
ajceb-6964	211	13	.	.	PUNCT
ajceb-6964	212	1	in	in	ADP
ajceb-6964	212	2	:	:	PUNCT
ajceb-6964	212	3	simon	simon	PROPN
ajceb-6964	212	4	d	d	PROPN
ajceb-6964	212	5	smith	smith	PROPN
ajceb-6964	212	6	,	,	PUNCT
ajceb-6964	212	7	ed	ed	NOUN
ajceb-6964	212	8	.	.	PUNCT
ajceb-6964	212	9	proceedings	proceeding	NOUN
ajceb-6964	212	10	of	of	ADP
ajceb-6964	212	11	the	the	DET
ajceb-6964	212	12	28th	28th	ADJ
ajceb-6964	212	13	annual	annual	ADJ
ajceb-6964	212	14	arcom	arcom	NOUN
ajceb-6964	212	15	conference	conference	NOUN
ajceb-6964	212	16	,	,	PUNCT
ajceb-6964	212	17	exploring	explore	VERB
ajceb-6964	212	18	anti	anti	ADJ
ajceb-6964	212	19	-	-	ADJ
ajceb-6964	212	20	corruption	corruption	ADJ
ajceb-6964	212	21	capabilities	capability	NOUN
ajceb-6964	212	22	of	of	ADP
ajceb-6964	212	23	e	e	NOUN
ajceb-6964	212	24	-	-	NOUN
ajceb-6964	212	25	procurement	procurement	NOUN
ajceb-6964	212	26	in	in	ADP
ajceb-6964	212	27	construction	construction	NOUN
ajceb-6964	212	28	project	project	NOUN
ajceb-6964	212	29	delivery	delivery	NOUN
ajceb-6964	212	30	in	in	ADP
ajceb-6964	212	31	nigeria	nigeria	PROPN
ajceb-6964	212	32	construction	construction	NOUN
ajceb-6964	212	33	economics	economic	NOUN
ajceb-6964	212	34	and	and	CCONJ
ajceb-6964	212	35	building	building	NOUN
ajceb-6964	212	36	,	,	PUNCT
ajceb-6964	212	37	vol	vol	NOUN
ajceb-6964	212	38	.	.	PROPN
ajceb-6964	212	39	20	20	NUM
ajceb-6964	212	40	,	,	PUNCT
ajceb-6964	212	41	no	no	INTJ
ajceb-6964	212	42	.	.	NOUN
ajceb-6964	212	43	1	1	NUM
ajceb-6964	212	44	,	,	PUNCT
ajceb-6964	212	45	march	march	PROPN
ajceb-6964	212	46	202073	202073	NUM
ajceb-6964	212	47	edinburgh	edinburgh	PROPN
ajceb-6964	212	48	,	,	PUNCT
ajceb-6964	212	49	united	united	PROPN
ajceb-6964	212	50	kingdom	kingdom	PROPN
ajceb-6964	212	51	,	,	PUNCT
ajceb-6964	212	52	3	3	NUM
ajceb-6964	212	53	-	-	SYM
ajceb-6964	212	54	5	5	NUM
ajceb-6964	212	55	september	september	PROPN
ajceb-6964	212	56	2012	2012	NUM
ajceb-6964	212	57	,	,	PUNCT
ajceb-6964	212	58	pp.521	pp.521	NOUN
ajceb-6964	212	59	-	-	SYM
ajceb-6964	212	60	31	31	NUM
ajceb-6964	212	61	.	.	PUNCT
ajceb-6964	212	62	available	available	ADJ
ajceb-6964	212	63	at	at	ADP
ajceb-6964	212	64	:	:	PUNCT
ajceb-6964	212	65	http://www.arcom.ac.uk/docs/proceedings/ar2012-0521-0531_bowen_edwards_catte	http://www.arcom.ac.uk/docs/proceedings/ar2012-0521-0531_bowen_edwards_catte	X
ajceb-6964	212	66	...	...	PUNCT
ajceb-6964	213	1	[	[	X
ajceb-6964	213	2	accessed	access	VERB
ajceb-6964	213	3	3	3	NUM
ajceb-6964	213	4	february	february	NOUN
ajceb-6964	213	5	2020	2020	NUM
ajceb-6964	213	6	]	]	PUNCT
ajceb-6964	213	7	.	.	PUNCT
ajceb-6964	214	1	boyd	boyd	PROPN
ajceb-6964	214	2	,	,	PUNCT
ajceb-6964	214	3	j.m	j.m	PROPN
ajceb-6964	214	4	.	.	PROPN
ajceb-6964	214	5	and	and	CCONJ
ajceb-6964	214	6	padilla	padilla	PROPN
ajceb-6964	214	7	,	,	PUNCT
ajceb-6964	214	8	j.d	j.d	PROPN
ajceb-6964	214	9	.	.	PROPN
ajceb-6964	214	10	,	,	PUNCT
ajceb-6964	214	11	2009	2009	NUM
ajceb-6964	214	12	.	.	PUNCT
ajceb-6964	215	1	fidic	fidic	ADJ
ajceb-6964	215	2	and	and	CCONJ
ajceb-6964	215	3	integrity	integrity	NOUN
ajceb-6964	215	4	:	:	PUNCT
ajceb-6964	215	5	a	a	DET
ajceb-6964	215	6	status	status	NOUN
ajceb-6964	215	7	report	report	NOUN
ajceb-6964	215	8	.	.	PUNCT
ajceb-6964	216	1	leadership	leadership	NOUN
ajceb-6964	216	2	management	management	NOUN
ajceb-6964	216	3	engineering	engineering	NOUN
ajceb-6964	216	4	,	,	PUNCT
ajceb-6964	216	5	9(3	9(3	NUM
ajceb-6964	216	6	)	)	PUNCT
ajceb-6964	216	7	,	,	PUNCT
ajceb-6964	216	8	pp.125	pp.125	NOUN
ajceb-6964	216	9	-	-	PUNCT
ajceb-6964	216	10	28	28	NUM
ajceb-6964	216	11	.	.	PUNCT
ajceb-6964	217	1	doi	doi	NOUN
ajceb-6964	217	2	/	/	SYM
ajceb-6964	217	3	full/10.1061/(asce)1532	full/10.1061/(asce)1532	NOUN
ajceb-6964	217	4	-	-	SYM
ajceb-6964	217	5	6748	6748	NUM
ajceb-6964	217	6	.	.	PUNCT
ajceb-6964	218	1	chan	chan	PROPN
ajceb-6964	218	2	,	,	PUNCT
ajceb-6964	218	3	a.p.c	a.p.c	VERB
ajceb-6964	218	4	and	and	CCONJ
ajceb-6964	218	5	owusu	owusu	PROPN
ajceb-6964	218	6	,	,	PUNCT
ajceb-6964	218	7	e.k	e.k	PROPN
ajceb-6964	218	8	.	.	PROPN
ajceb-6964	218	9	,	,	PUNCT
ajceb-6964	218	10	2017	2017	NUM
ajceb-6964	218	11	.	.	PUNCT
ajceb-6964	219	1	corruption	corruption	NOUN
ajceb-6964	219	2	forms	form	NOUN
ajceb-6964	219	3	in	in	ADP
ajceb-6964	219	4	the	the	DET
ajceb-6964	219	5	construction	construction	NOUN
ajceb-6964	219	6	industry	industry	NOUN
ajceb-6964	219	7	:	:	PUNCT
ajceb-6964	219	8	literature	literature	PROPN
ajceb-6964	219	9	review	review	PROPN
ajceb-6964	219	10	.	.	PUNCT
ajceb-6964	220	1	journal	journal	PROPN
ajceb-6964	220	2	of	of	ADP
ajceb-6964	220	3	construction	construction	NOUN
ajceb-6964	220	4	engineering	engineering	NOUN
ajceb-6964	220	5	and	and	CCONJ
ajceb-6964	220	6	management	management	NOUN
ajceb-6964	220	7	,	,	PUNCT
ajceb-6964	220	8	143(8	143(8	NUM
ajceb-6964	220	9	)	)	PUNCT
ajceb-6964	220	10	,	,	PUNCT
ajceb-6964	220	11	pp.1	pp.1	NOUN
ajceb-6964	220	12	-	-	PUNCT
ajceb-6964	220	13	12	12	NUM
ajceb-6964	220	14	.	.	PUNCT
ajceb-6964	221	1	doi/10.1061/(asce	doi/10.1061/(asce	NOUN
ajceb-6964	221	2	)	)	PUNCT
ajceb-6964	221	3	co.1943	co.1943	PROPN
ajceb-6964	221	4	-	-	PUNCT
ajceb-6964	221	5	78620001353	78620001353	NUM
ajceb-6964	221	6	.	.	PUNCT
ajceb-6964	222	1	chartered	chartered	PROPN
ajceb-6964	222	2	institute	institute	PROPN
ajceb-6964	222	3	of	of	ADP
ajceb-6964	222	4	builders	builder	NOUN
ajceb-6964	222	5	(	(	PUNCT
ajceb-6964	222	6	ciob	ciob	PROPN
ajceb-6964	222	7	)	)	PUNCT
ajceb-6964	222	8	,	,	PUNCT
ajceb-6964	222	9	2013	2013	NUM
ajceb-6964	222	10	.	.	PUNCT
ajceb-6964	223	1	corruption	corruption	NOUN
ajceb-6964	223	2	in	in	ADP
ajceb-6964	223	3	the	the	DET
ajceb-6964	223	4	u.k	u.k	PROPN
ajceb-6964	223	5	construction	construction	NOUN
ajceb-6964	223	6	industry	industry	NOUN
ajceb-6964	223	7	.	.	PUNCT
ajceb-6964	224	1	a	a	DET
ajceb-6964	224	2	report	report	NOUN
ajceb-6964	224	3	exploring	explore	VERB
ajceb-6964	224	4	corruption	corruption	NOUN
ajceb-6964	224	5	in	in	ADP
ajceb-6964	224	6	the	the	DET
ajceb-6964	224	7	uk	uk	PROPN
ajceb-6964	224	8	construction	construction	NOUN
ajceb-6964	224	9	industry	industry	NOUN
ajceb-6964	224	10	.	.	PUNCT
ajceb-6964	225	1	[	[	X
ajceb-6964	225	2	online	online	X
ajceb-6964	225	3	]	]	X
ajceb-6964	225	4	available	available	ADJ
ajceb-6964	225	5	at	at	ADP
ajceb-6964	225	6	:	:	PUNCT
ajceb-6964	225	7	https://www.ciob.org/	https://www.ciob.org/	NOUN
ajceb-6964	225	8	sites	site	NOUN
ajceb-6964	225	9	/	/	SYM
ajceb-6964	225	10	default	default	NOUN
ajceb-6964	225	11	/	/	SYM
ajceb-6964	225	12	files	file	NOUN
ajceb-6964	225	13	/	/	SYM
ajceb-6964	225	14	ciob%20research%20september%202013.pdf	ciob%20research%20september%202013.pdf	PROPN
ajceb-6964	225	15	.	.	PUNCT
ajceb-6964	226	1	cochran	cochran	PROPN
ajceb-6964	226	2	,	,	PUNCT
ajceb-6964	226	3	w.	w.	PROPN
ajceb-6964	226	4	g.	g.	PROPN
ajceb-6964	226	5	1963	1963	NUM
ajceb-6964	226	6	.	.	PUNCT
ajceb-6964	227	1	sampling	sample	VERB
ajceb-6964	227	2	technique	technique	NOUN
ajceb-6964	227	3	.	.	PUNCT
ajceb-6964	228	1	2nd	2nd	PROPN
ajceb-6964	228	2	edition	edition	PROPN
ajceb-6964	228	3	,	,	PUNCT
ajceb-6964	228	4	john	john	PROPN
ajceb-6964	228	5	wiley	wiley	PROPN
ajceb-6964	228	6	and	and	CCONJ
ajceb-6964	228	7	sons	sons	PROPN
ajceb-6964	228	8	inc	inc	PROPN
ajceb-6964	228	9	.	.	PROPN
ajceb-6964	228	10	,	,	PUNCT
ajceb-6964	228	11	new	new	PROPN
ajceb-6964	228	12	york	york	PROPN
ajceb-6964	228	13	.	.	PROPN
ajceb-6964	229	1	eadie	eadie	PROPN
ajceb-6964	229	2	,	,	PUNCT
ajceb-6964	229	3	r.	r.	PROPN
ajceb-6964	229	4	,	,	PUNCT
ajceb-6964	229	5	perera	perera	PROPN
ajceb-6964	229	6	,	,	PUNCT
ajceb-6964	229	7	s.	s.	PROPN
ajceb-6964	229	8	,	,	PUNCT
ajceb-6964	229	9	heaney	heaney	PROPN
ajceb-6964	229	10	,	,	PUNCT
ajceb-6964	229	11	g.	g.	PROPN
ajceb-6964	229	12	and	and	CCONJ
ajceb-6964	229	13	carlisle	carlisle	PROPN
ajceb-6964	229	14	,	,	PUNCT
ajceb-6964	229	15	j.	j.	PROPN
ajceb-6964	229	16	,	,	PUNCT
ajceb-6964	229	17	2007	2007	NUM
ajceb-6964	229	18	.	.	PUNCT
ajceb-6964	230	1	drivers	driver	NOUN
ajceb-6964	230	2	and	and	CCONJ
ajceb-6964	230	3	barriers	barrier	NOUN
ajceb-6964	230	4	to	to	ADP
ajceb-6964	230	5	public	public	ADJ
ajceb-6964	230	6	sector	sector	NOUN
ajceb-6964	230	7	adoption	adoption	NOUN
ajceb-6964	230	8	of	of	ADP
ajceb-6964	230	9	e	e	NOUN
ajceb-6964	230	10	-	-	NOUN
ajceb-6964	230	11	procurement	procurement	NOUN
ajceb-6964	230	12	within	within	ADP
ajceb-6964	230	13	northern	northern	PROPN
ajceb-6964	230	14	ireland	ireland	PROPN
ajceb-6964	230	15	’s	’s	PART
ajceb-6964	230	16	construction	construction	NOUN
ajceb-6964	230	17	industry	industry	NOUN
ajceb-6964	230	18	.	.	PUNCT
ajceb-6964	231	1	journal	journal	PROPN
ajceb-6964	231	2	of	of	ADP
ajceb-6964	231	3	information	information	NOUN
ajceb-6964	231	4	technology	technology	NOUN
ajceb-6964	231	5	in	in	ADP
ajceb-6964	231	6	construction	construction	NOUN
ajceb-6964	231	7	,	,	PUNCT
ajceb-6964	231	8	12	12	NUM
ajceb-6964	231	9	,	,	PUNCT
ajceb-6964	231	10	pp.103	pp.103	NOUN
ajceb-6964	231	11	-	-	X
ajceb-6964	231	12	20	20	NUM
ajceb-6964	231	13	.	.	PUNCT
ajceb-6964	231	14	available	available	ADJ
ajceb-6964	231	15	at	at	ADP
ajceb-6964	231	16	:	:	PUNCT
ajceb-6964	231	17	http://www.itcon.org/2007/6	http://www.itcon.org/2007/6	PROPN
ajceb-6964	231	18	.	.	PROPN
ajceb-6964	231	19	eadie	eadie	PROPN
ajceb-6964	231	20	,	,	PUNCT
ajceb-6964	231	21	r.	r.	PROPN
ajceb-6964	231	22	,	,	PUNCT
ajceb-6964	231	23	perera	perera	PROPN
ajceb-6964	231	24	,	,	PUNCT
ajceb-6964	231	25	s.	s.	PROPN
ajceb-6964	231	26	and	and	CCONJ
ajceb-6964	231	27	heaney	heaney	PROPN
ajceb-6964	231	28	,	,	PUNCT
ajceb-6964	231	29	g.	g.	PROPN
ajceb-6964	231	30	2010	2010	NUM
ajceb-6964	231	31	.	.	PUNCT
ajceb-6964	232	1	a	a	DET
ajceb-6964	232	2	cross	cross	ADJ
ajceb-6964	232	3	-	-	ADJ
ajceb-6964	232	4	discipline	discipline	ADJ
ajceb-6964	232	5	comparison	comparison	NOUN
ajceb-6964	232	6	of	of	ADP
ajceb-6964	232	7	rankings	ranking	NOUN
ajceb-6964	232	8	for	for	ADP
ajceb-6964	232	9	eprocurement	eprocurement	NOUN
ajceb-6964	232	10	drivers	driver	NOUN
ajceb-6964	232	11	and	and	CCONJ
ajceb-6964	232	12	barriers	barrier	NOUN
ajceb-6964	232	13	within	within	ADP
ajceb-6964	232	14	uk	uk	PROPN
ajceb-6964	232	15	construction	construction	NOUN
ajceb-6964	232	16	organizations	organization	NOUN
ajceb-6964	232	17	,	,	PUNCT
ajceb-6964	232	18	journal	journal	NOUN
ajceb-6964	232	19	of	of	ADP
ajceb-6964	232	20	information	information	NOUN
ajceb-6964	232	21	technology	technology	NOUN
ajceb-6964	232	22	in	in	ADP
ajceb-6964	232	23	construction	construction	NOUN
ajceb-6964	232	24	,	,	PUNCT
ajceb-6964	232	25	15	15	NUM
ajceb-6964	232	26	,	,	PUNCT
ajceb-6964	232	27	pp	pp	ADJ
ajceb-6964	232	28	.	.	PUNCT
ajceb-6964	233	1	217	217	NUM
ajceb-6964	233	2	-	-	SYM
ajceb-6964	233	3	23	23	NUM
ajceb-6964	233	4	.	.	PUNCT
ajceb-6964	234	1	http://www.itcon.org/2010/6	http://www.itcon.org/2010/6	NOUN
ajceb-6964	234	2	eadie	eadie	PROPN
ajceb-6964	234	3	,	,	PUNCT
ajceb-6964	234	4	r.	r.	PROPN
ajceb-6964	234	5	,	,	PUNCT
ajceb-6964	234	6	perera	perera	PROPN
ajceb-6964	234	7	,	,	PUNCT
ajceb-6964	234	8	s.	s.	PROPN
ajceb-6964	234	9	and	and	CCONJ
ajceb-6964	234	10	heaney	heaney	PROPN
ajceb-6964	234	11	,	,	PUNCT
ajceb-6964	234	12	g.	g.	PROPN
ajceb-6964	234	13	,	,	PUNCT
ajceb-6964	234	14	2011	2011	NUM
ajceb-6964	234	15	.	.	PUNCT
ajceb-6964	235	1	analysis	analysis	NOUN
ajceb-6964	235	2	of	of	ADP
ajceb-6964	235	3	the	the	DET
ajceb-6964	235	4	use	use	NOUN
ajceb-6964	235	5	of	of	ADP
ajceb-6964	235	6	e	e	NOUN
ajceb-6964	235	7	-	-	NOUN
ajceb-6964	235	8	procurement	procurement	NOUN
ajceb-6964	235	9	in	in	ADP
ajceb-6964	235	10	the	the	DET
ajceb-6964	235	11	public	public	ADJ
ajceb-6964	235	12	and	and	CCONJ
ajceb-6964	235	13	private	private	ADJ
ajceb-6964	235	14	sectors	sector	NOUN
ajceb-6964	235	15	of	of	ADP
ajceb-6964	235	16	the	the	DET
ajceb-6964	235	17	uk	uk	PROPN
ajceb-6964	235	18	construction	construction	NOUN
ajceb-6964	235	19	industry	industry	NOUN
ajceb-6964	235	20	.	.	PUNCT
ajceb-6964	236	1	journal	journal	PROPN
ajceb-6964	236	2	of	of	ADP
ajceb-6964	236	3	information	information	NOUN
ajceb-6964	236	4	technology	technology	NOUN
ajceb-6964	236	5	in	in	ADP
ajceb-6964	236	6	construction	construction	NOUN
ajceb-6964	236	7	,	,	PUNCT
ajceb-6964	236	8	16	16	NUM
ajceb-6964	236	9	,	,	PUNCT
ajceb-6964	236	10	pp.669	pp.669	NOUN
ajceb-6964	236	11	-	-	PUNCT
ajceb-6964	236	12	86	86	NUM
ajceb-6964	236	13	.	.	PUNCT
ajceb-6964	236	14	available	available	ADJ
ajceb-6964	236	15	at	at	ADP
ajceb-6964	236	16	:	:	PUNCT
ajceb-6964	236	17	http://www.itcon.org/2011/6	http://www.itcon.org/2011/6	PROPN
ajceb-6964	236	18	gupta	gupta	PROPN
ajceb-6964	236	19	,	,	PUNCT
ajceb-6964	236	20	s.	s.	PROPN
ajceb-6964	236	21	,	,	PUNCT
ajceb-6964	236	22	jha	jha	PROPN
ajceb-6964	236	23	,	,	PUNCT
ajceb-6964	236	24	b.	b.	PROPN
ajceb-6964	236	25	&	&	CCONJ
ajceb-6964	236	26	gupta	gupta	PROPN
ajceb-6964	236	27	,	,	PUNCT
ajceb-6964	236	28	h.2009.e	h.2009.e	PROPN
ajceb-6964	236	29	-	-	PUNCT
ajceb-6964	236	30	procurement	procurement	NOUN
ajceb-6964	236	31	:	:	PUNCT
ajceb-6964	236	32	a	a	DET
ajceb-6964	236	33	developing	develop	VERB
ajceb-6964	236	34	country	country	NOUN
ajceb-6964	236	35	perspective	perspective	NOUN
ajceb-6964	236	36	:	:	PUNCT
ajceb-6964	236	37	a	a	DET
ajceb-6964	236	38	study	study	NOUN
ajceb-6964	236	39	on	on	ADP
ajceb-6964	236	40	new	new	ADJ
ajceb-6964	236	41	trends	trend	NOUN
ajceb-6964	236	42	concerned	concern	VERB
ajceb-6964	236	43	with	with	ADP
ajceb-6964	236	44	developing	develop	VERB
ajceb-6964	236	45	countries	country	NOUN
ajceb-6964	236	46	’	'	PUNCT
ajceb-6964	236	47	,	,	PUNCT
ajceb-6964	236	48	aiub	aiub	ADJ
ajceb-6964	236	49	journal	journal	NOUN
ajceb-6964	236	50	of	of	ADP
ajceb-6964	236	51	business	business	NOUN
ajceb-6964	236	52	and	and	CCONJ
ajceb-6964	236	53	economics	economic	NOUN
ajceb-6964	236	54	,	,	PUNCT
ajceb-6964	236	55	122(1	122(1	NUM
ajceb-6964	236	56	)	)	PUNCT
ajceb-6964	236	57	,	,	PUNCT
ajceb-6964	237	1	pp	pp	PROPN
ajceb-6964	237	2	.	.	PUNCT
ajceb-6964	238	1	161	161	NUM
ajceb-6964	238	2	-	-	SYM
ajceb-6964	238	3	75	75	NUM
ajceb-6964	238	4	hanna	hanna	NOUN
ajceb-6964	238	5	,	,	PUNCT
ajceb-6964	238	6	n.k	n.k	PROPN
ajceb-6964	238	7	.	.	NOUN
ajceb-6964	238	8	2010.transforming	2010.transforme	VERB
ajceb-6964	238	9	government	government	NOUN
ajceb-6964	238	10	and	and	CCONJ
ajceb-6964	238	11	building	build	VERB
ajceb-6964	238	12	the	the	DET
ajceb-6964	238	13	information	information	NOUN
ajceb-6964	238	14	society	society	NOUN
ajceb-6964	238	15	:	:	PUNCT
ajceb-6964	238	16	challenges	challenge	NOUN
ajceb-6964	238	17	and	and	CCONJ
ajceb-6964	238	18	opportunities	opportunity	NOUN
ajceb-6964	238	19	for	for	ADP
ajceb-6964	238	20	the	the	DET
ajceb-6964	238	21	developing	develop	VERB
ajceb-6964	238	22	world	world	NOUN
ajceb-6964	238	23	,	,	PUNCT
ajceb-6964	238	24	springer	springer	NOUN
ajceb-6964	238	25	verlag	verlag	PROPN
ajceb-6964	238	26	hardoon	hardoon	PROPN
ajceb-6964	238	27	,	,	PUNCT
ajceb-6964	238	28	d.	d.	PROPN
ajceb-6964	238	29	and	and	CCONJ
ajceb-6964	238	30	heinrich	heinrich	PROPN
ajceb-6964	238	31	,	,	PUNCT
ajceb-6964	238	32	f.	f.	PROPN
ajceb-6964	238	33	,	,	PUNCT
ajceb-6964	238	34	2011	2011	NUM
ajceb-6964	238	35	.	.	PUNCT
ajceb-6964	239	1	bribe	bribe	VERB
ajceb-6964	239	2	payers	payer	NOUN
ajceb-6964	239	3	index	index	NOUN
ajceb-6964	239	4	2011	2011	NUM
ajceb-6964	239	5	.	.	PUNCT
ajceb-6964	240	1	transparency	transparency	NOUN
ajceb-6964	240	2	international	international	PROPN
ajceb-6964	240	3	berlin	berlin	PROPN
ajceb-6964	240	4	,	,	PUNCT
ajceb-6964	240	5	germany	germany	PROPN
ajceb-6964	240	6	.	.	PUNCT
ajceb-6964	241	1	[	[	X
ajceb-6964	241	2	online	online	X
ajceb-6964	241	3	]	]	X
ajceb-6964	241	4	available	available	ADJ
ajceb-6964	241	5	at	at	ADP
ajceb-6964	241	6	:	:	PUNCT
ajceb-6964	241	7	www.transparency.org	www.transparency.org	NUM
ajceb-6964	241	8	.	.	PUNCT
ajceb-6964	242	1	[	[	X
ajceb-6964	242	2	accessed	access	VERB
ajceb-6964	242	3	24	24	NUM
ajceb-6964	242	4	october	october	NOUN
ajceb-6964	242	5	2015	2015	NUM
ajceb-6964	242	6	]	]	PUNCT
ajceb-6964	242	7	.	.	PUNCT
ajceb-6964	243	1	hashim	hashim	PROPN
ajceb-6964	243	2	,	,	PUNCT
ajceb-6964	243	3	n.	n.	PROPN
ajceb-6964	243	4	,	,	PUNCT
ajceb-6964	243	5	said	say	VERB
ajceb-6964	243	6	i.	i.	PROPN
ajceb-6964	243	7	and	and	CCONJ
ajceb-6964	243	8	idris	idris	PROPN
ajceb-6964	243	9	,	,	PUNCT
ajceb-6964	243	10	k	k	NOUN
ajceb-6964	243	11	..	..	PUNCT
ajceb-6964	243	12	,	,	PUNCT
ajceb-6964	243	13	2014	2014	NUM
ajceb-6964	243	14	.	.	PUNCT
ajceb-6964	244	1	e	e	X
ajceb-6964	244	2	-	-	NOUN
ajceb-6964	244	3	procurement	procurement	ADJ
ajceb-6964	244	4	implementation	implementation	NOUN
ajceb-6964	244	5	in	in	ADP
ajceb-6964	244	6	malaysian	malaysian	ADJ
ajceb-6964	244	7	construction	construction	NOUN
ajceb-6964	244	8	industry	industry	NOUN
ajceb-6964	244	9	.	.	PUNCT
ajceb-6964	245	1	australian	australian	ADJ
ajceb-6964	245	2	journal	journal	NOUN
ajceb-6964	245	3	of	of	ADP
ajceb-6964	245	4	basic	basic	ADJ
ajceb-6964	245	5	&	&	CCONJ
ajceb-6964	245	6	applied	apply	VERB
ajceb-6964	245	7	science	science	NOUN
ajceb-6964	245	8	,	,	PUNCT
ajceb-6964	245	9	8(6	8(6	NUM
ajceb-6964	245	10	)	)	PUNCT
ajceb-6964	245	11	,	,	PUNCT
ajceb-6964	245	12	231	231	NUM
ajceb-6964	245	13	-	-	SYM
ajceb-6964	245	14	38	38	NUM
ajceb-6964	245	15	.	.	PUNCT
ajceb-6964	246	1	henry	henry	PROPN
ajceb-6964	246	2	,	,	PUNCT
ajceb-6964	246	3	w.p	w.p	PROPN
ajceb-6964	246	4	.	.	PROPN
ajceb-6964	246	5	,	,	PUNCT
ajceb-6964	246	6	2017	2017	NUM
ajceb-6964	246	7	.	.	PUNCT
ajceb-6964	247	1	addressing	address	VERB
ajceb-6964	247	2	corruption	corruption	NOUN
ajceb-6964	247	3	in	in	ADP
ajceb-6964	247	4	the	the	DET
ajceb-6964	247	5	global	global	ADJ
ajceb-6964	247	6	engineering	engineering	NOUN
ajceb-6964	247	7	/	/	SYM
ajceb-6964	247	8	construction	construction	NOUN
ajceb-6964	247	9	industry	industry	NOUN
ajceb-6964	247	10	.	.	PUNCT
ajceb-6964	248	1	the	the	DET
ajceb-6964	248	2	bridge	bridge	NOUN
ajceb-6964	248	3	,	,	PUNCT
ajceb-6964	248	4	47(1	47(1	NUM
ajceb-6964	248	5	)	)	PUNCT
ajceb-6964	248	6	,	,	PUNCT
ajceb-6964	248	7	pp.52	pp.52	NOUN
ajceb-6964	248	8	-	-	SYM
ajceb-6964	248	9	59	59	NUM
ajceb-6964	248	10	.	.	PUNCT
ajceb-6964	248	11	https://doi.org/10.1061/(asce)1532-6748(2009)9:3(101	https://doi.org/10.1061/(asce)1532-6748(2009)9:3(101	PROPN
ajceb-6964	248	12	)	)	PUNCT
ajceb-6964	248	13	.	.	PUNCT
ajceb-6964	249	1	ibem	ibem	PROPN
ajceb-6964	249	2	,	,	PUNCT
ajceb-6964	249	3	e.o	e.o	PROPN
ajceb-6964	249	4	.	.	PROPN
ajceb-6964	249	5	and	and	CCONJ
ajceb-6964	249	6	laryea	laryea	PROPN
ajceb-6964	249	7	,	,	PUNCT
ajceb-6964	249	8	s.	s.	PROPN
ajceb-6964	249	9	,	,	PUNCT
ajceb-6964	249	10	2015	2015	NUM
ajceb-6964	249	11	.	.	PUNCT
ajceb-6964	250	1	e	e	X
ajceb-6964	250	2	-	-	NOUN
ajceb-6964	250	3	procurement	procurement	ADJ
ajceb-6964	250	4	use	use	NOUN
ajceb-6964	250	5	in	in	ADP
ajceb-6964	250	6	the	the	DET
ajceb-6964	250	7	south	south	ADJ
ajceb-6964	250	8	african	african	ADJ
ajceb-6964	250	9	construction	construction	NOUN
ajceb-6964	250	10	industry	industry	NOUN
ajceb-6964	250	11	.	.	PUNCT
ajceb-6964	251	1	journal	journal	PROPN
ajceb-6964	251	2	of	of	ADP
ajceb-6964	251	3	information	information	NOUN
ajceb-6964	251	4	technology	technology	NOUN
ajceb-6964	251	5	in	in	ADP
ajceb-6964	251	6	construction	construction	NOUN
ajceb-6964	251	7	,	,	PUNCT
ajceb-6964	251	8	20	20	NUM
ajceb-6964	251	9	,	,	PUNCT
ajceb-6964	251	10	pp.364	pp.364	NOUN
ajceb-6964	251	11	-	-	NOUN
ajceb-6964	251	12	84	84	NUM
ajceb-6964	251	13	.	.	PUNCT
ajceb-6964	252	1	http://www.itcon.org/2015/23	http://www.itcon.org/2015/23	NOUN
ajceb-6964	252	2	.	.	PUNCT
ajceb-6964	253	1	inuwa	inuwa	PROPN
ajceb-6964	253	2	,	,	PUNCT
ajceb-6964	253	3	i.i	i.i	PROPN
ajceb-6964	253	4	.	.	PROPN
ajceb-6964	253	5	,	,	PUNCT
ajceb-6964	253	6	usman	usman	PROPN
ajceb-6964	253	7	,	,	PUNCT
ajceb-6964	253	8	n.d	n.d	PROPN
ajceb-6964	253	9	.	.	PROPN
ajceb-6964	253	10	and	and	CCONJ
ajceb-6964	253	11	dantong	dantong	PROPN
ajceb-6964	253	12	,	,	PUNCT
ajceb-6964	253	13	j.s.d	j.s.d	ADJ
ajceb-6964	253	14	.	.	PROPN
ajceb-6964	253	15	,	,	PUNCT
ajceb-6964	253	16	2015	2015	NUM
ajceb-6964	253	17	.	.	PUNCT
ajceb-6964	254	1	the	the	DET
ajceb-6964	254	2	effects	effect	NOUN
ajceb-6964	254	3	of	of	ADP
ajceb-6964	254	4	unethical	unethical	ADJ
ajceb-6964	254	5	professional	professional	ADJ
ajceb-6964	254	6	practice	practice	NOUN
ajceb-6964	254	7	in	in	ADP
ajceb-6964	254	8	construction	construction	NOUN
ajceb-6964	254	9	projects	project	NOUN
ajceb-6964	254	10	performance	performance	NOUN
ajceb-6964	254	11	in	in	ADP
ajceb-6964	254	12	nigeria	nigeria	PROPN
ajceb-6964	254	13	.	.	PUNCT
ajceb-6964	255	1	african	african	ADJ
ajceb-6964	255	2	research	research	PROPN
ajceb-6964	255	3	and	and	CCONJ
ajceb-6964	255	4	academic	academic	PROPN
ajceb-6964	255	5	excellence	excellence	PROPN
ajceb-6964	255	6	journal	journal	NOUN
ajceb-6964	255	7	of	of	ADP
ajceb-6964	255	8	applied	apply	VERB
ajceb-6964	255	9	research	research	NOUN
ajceb-6964	255	10	,	,	PUNCT
ajceb-6964	255	11	1(1	1(1	NUM
ajceb-6964	255	12	)	)	PUNCT
ajceb-6964	255	13	,	,	PUNCT
ajceb-6964	255	14	pp.72	pp.72	PROPN
ajceb-6964	255	15	-	-	PUNCT
ajceb-6964	255	16	86	86	NUM
ajceb-6964	255	17	.	.	PUNCT
ajceb-6964	256	1	isikdag	isikdag	PROPN
ajceb-6964	256	2	,	,	PUNCT
ajceb-6964	256	3	u.	u.	PROPN
ajceb-6964	256	4	,	,	PUNCT
ajceb-6964	256	5	2019	2019	NUM
ajceb-6964	256	6	.	.	PUNCT
ajceb-6964	257	1	an	an	DET
ajceb-6964	257	2	evaluation	evaluation	NOUN
ajceb-6964	257	3	of	of	ADP
ajceb-6964	257	4	barriers	barrier	NOUN
ajceb-6964	257	5	to	to	ADP
ajceb-6964	257	6	e	e	NOUN
ajceb-6964	257	7	-	-	NOUN
ajceb-6964	257	8	procurement	procurement	NOUN
ajceb-6964	257	9	in	in	ADP
ajceb-6964	257	10	turkish	turkish	ADJ
ajceb-6964	257	11	construction	construction	NOUN
ajceb-6964	257	12	industry	industry	NOUN
ajceb-6964	257	13	.	.	PUNCT
ajceb-6964	258	1	international	international	ADJ
ajceb-6964	258	2	journal	journal	NOUN
ajceb-6964	258	3	of	of	ADP
ajceb-6964	258	4	innovative	innovative	ADJ
ajceb-6964	258	5	technology	technology	NOUN
ajceb-6964	258	6	and	and	CCONJ
ajceb-6964	258	7	exploring	explore	VERB
ajceb-6964	258	8	engineering	engineering	NOUN
ajceb-6964	258	9	,	,	PUNCT
ajceb-6964	258	10	8(4	8(4	NUM
ajceb-6964	258	11	)	)	PUNCT
ajceb-6964	258	12	,	,	PUNCT
ajceb-6964	258	13	pp.252	pp.252	NOUN
ajceb-6964	258	14	-	-	SYM
ajceb-6964	258	15	59	59	NUM
ajceb-6964	258	16	.	.	PUNCT
ajceb-6964	259	1	kasimu	kasimu	PROPN
ajceb-6964	259	2	m.a	m.a	PROPN
ajceb-6964	259	3	&	&	CCONJ
ajceb-6964	259	4	kolawole	kolawole	PROPN
ajceb-6964	259	5	a.f.2015	a.f.2015	PROPN
ajceb-6964	259	6	.	.	PUNCT
ajceb-6964	260	1	appraisal	appraisal	NOUN
ajceb-6964	260	2	of	of	ADP
ajceb-6964	260	3	the	the	DET
ajceb-6964	260	4	impact	impact	NOUN
ajceb-6964	260	5	of	of	ADP
ajceb-6964	260	6	corruption	corruption	NOUN
ajceb-6964	260	7	on	on	ADP
ajceb-6964	260	8	sustainable	sustainable	ADJ
ajceb-6964	260	9	development	development	NOUN
ajceb-6964	260	10	in	in	ADP
ajceb-6964	260	11	nigerian	nigerian	ADJ
ajceb-6964	260	12	construction	construction	NOUN
ajceb-6964	260	13	industry	industry	NOUN
ajceb-6964	260	14	.	.	PUNCT
ajceb-6964	261	1	journal	journal	NOUN
ajceb-6964	261	2	of	of	ADP
ajceb-6964	261	3	multidisciplinary	multidisciplinary	ADJ
ajceb-6964	261	4	engineering	engineering	NOUN
ajceb-6964	261	5	science	science	NOUN
ajceb-6964	261	6	and	and	CCONJ
ajceb-6964	261	7	technology	technology	NOUN
ajceb-6964	261	8	(	(	PUNCT
ajceb-6964	261	9	jmest	jmest	X
ajceb-6964	261	10	)	)	PUNCT
ajceb-6964	261	11	,	,	PUNCT
ajceb-6964	261	12	2(10	2(10	NUM
ajceb-6964	261	13	)	)	PUNCT
ajceb-6964	261	14	,	,	PUNCT
ajceb-6964	261	15	2834	2834	NUM
ajceb-6964	261	16	-	-	SYM
ajceb-6964	261	17	2842	2842	NUM
ajceb-6964	261	18	egidario	egidario	NOUN
ajceb-6964	261	19	et	et	PROPN
ajceb-6964	261	20	al	al	PROPN
ajceb-6964	261	21	construction	construction	PROPN
ajceb-6964	261	22	economics	economic	NOUN
ajceb-6964	261	23	and	and	CCONJ
ajceb-6964	261	24	building	building	NOUN
ajceb-6964	261	25	,	,	PUNCT
ajceb-6964	261	26	vol	vol	NOUN
ajceb-6964	261	27	.	.	PROPN
ajceb-6964	261	28	20	20	NUM
ajceb-6964	261	29	,	,	PUNCT
ajceb-6964	261	30	no	no	INTJ
ajceb-6964	261	31	.	.	NOUN
ajceb-6964	261	32	1	1	NUM
ajceb-6964	261	33	,	,	PUNCT
ajceb-6964	261	34	march	march	PROPN
ajceb-6964	261	35	202074	202074	NUM
ajceb-6964	261	36	http://www.arcom.ac.uk/-docs/proceedings/ar2012-0521-0531_bowen_edwards_cattell.pdf	http://www.arcom.ac.uk/-docs/proceedings/ar2012-0521-0531_bowen_edwards_cattell.pdf	NOUN
ajceb-6964	261	37	http://www.arcom.ac.uk/-docs/proceedings/ar2012-0521-0531_bowen_edwards_cattell.pdf	http://www.arcom.ac.uk/-docs/proceedings/ar2012-0521-0531_bowen_edwards_cattell.pdf	PROPN
ajceb-6964	261	38	https://www.ciob.org/sites/default/files/ciob%20research%20september%202013.pdf	https://www.ciob.org/sites/default/files/ciob%20research%20september%202013.pdf	ADJ
ajceb-6964	261	39	https://www.ciob.org/sites/default/files/ciob%20research%20september%202013.pdf	https://www.ciob.org/sites/default/files/ciob%20research%20september%202013.pdf	NOUN
ajceb-6964	261	40	http://www.itcon.org/2007/6	http://www.itcon.org/2007/6	PROPN
ajceb-6964	261	41	http://www.itcon.org/2010/6	http://www.itcon.org/2010/6	PROPN
ajceb-6964	261	42	http://www.itcon.org/2011/6	http://www.itcon.org/2011/6	PROPN
ajceb-6964	261	43	http://www.transparency.org	http://www.transparency.org	X
ajceb-6964	261	44	https://doi.org/10.1061/(asce)1532-6748(2009)9:3(101	https://doi.org/10.1061/(asce)1532-6748(2009)9:3(101	NOUN
ajceb-6964	261	45	)	)	PUNCT
ajceb-6964	261	46	http://www.itcon.org/2015/23	http://www.itcon.org/2015/23	PROPN
ajceb-6964	261	47	kenny	kenny	PROPN
ajceb-6964	261	48	,	,	PUNCT
ajceb-6964	261	49	c.	c.	PROPN
ajceb-6964	261	50	,	,	PUNCT
ajceb-6964	261	51	2007	2007	NUM
ajceb-6964	261	52	.	.	PUNCT
ajceb-6964	262	1	construction	construction	NOUN
ajceb-6964	262	2	,	,	PUNCT
ajceb-6964	262	3	corruption	corruption	NOUN
ajceb-6964	262	4	,	,	PUNCT
ajceb-6964	262	5	and	and	CCONJ
ajceb-6964	262	6	developing	develop	VERB
ajceb-6964	262	7	countries	country	NOUN
ajceb-6964	262	8	(	(	PUNCT
ajceb-6964	262	9	english	english	PROPN
ajceb-6964	262	10	)	)	PUNCT
ajceb-6964	262	11	.	.	PUNCT
ajceb-6964	263	1	policy	policy	NOUN
ajceb-6964	263	2	,	,	PUNCT
ajceb-6964	263	3	research	research	NOUN
ajceb-6964	263	4	working	working	NOUN
ajceb-6964	263	5	paper	paper	NOUN
ajceb-6964	263	6	;	;	PUNCT
ajceb-6964	263	7	no	no	INTJ
ajceb-6964	263	8	.	.	PUNCT
ajceb-6964	264	1	wps	wps	PROPN
ajceb-6964	264	2	4271	4271	NUM
ajceb-6964	264	3	.	.	PUNCT
ajceb-6964	265	1	washington	washington	PROPN
ajceb-6964	265	2	,	,	PUNCT
ajceb-6964	265	3	dc	dc	PROPN
ajceb-6964	265	4	:	:	PUNCT
ajceb-6964	265	5	world	world	PROPN
ajceb-6964	265	6	bank	bank	PROPN
ajceb-6964	265	7	.	.	PUNCT
ajceb-6964	266	1	http://documents.worldbank.org/curated/	http://documents.worldbank.org/curated/	PROPN
ajceb-6964	266	2	en/571281468137721953	en/571281468137721953	PROPN
ajceb-6964	266	3	/	/	SYM
ajceb-6964	266	4	construction	construction	NOUN
ajceb-6964	266	5	-	-	PUNCT
ajceb-6964	266	6	corruption	corruption	NOUN
ajceb-6964	266	7	-	-	PUNCT
ajceb-6964	266	8	and	and	CCONJ
ajceb-6964	266	9	-	-	PUNCT
ajceb-6964	266	10	developing	develop	VERB
ajceb-6964	266	11	-	-	PUNCT
ajceb-6964	266	12	countries	country	NOUN
ajceb-6964	266	13	krishnan	krishnan	PROPN
ajceb-6964	266	14	,	,	PUNCT
ajceb-6964	266	15	c.	c.	PROPN
ajceb-6964	266	16	,	,	PUNCT
ajceb-6964	266	17	2009	2009	NUM
ajceb-6964	266	18	.	.	PUNCT
ajceb-6964	267	1	combating	combat	VERB
ajceb-6964	267	2	corruption	corruption	NOUN
ajceb-6964	267	3	in	in	ADP
ajceb-6964	267	4	the	the	DET
ajceb-6964	267	5	construction	construction	NOUN
ajceb-6964	267	6	and	and	CCONJ
ajceb-6964	267	7	engineering	engineering	NOUN
ajceb-6964	267	8	sector	sector	NOUN
ajceb-6964	267	9	:	:	PUNCT
ajceb-6964	267	10	the	the	DET
ajceb-6964	267	11	role	role	NOUN
ajceb-6964	267	12	of	of	ADP
ajceb-6964	267	13	transparency	transparency	NOUN
ajceb-6964	267	14	international	international	PROPN
ajceb-6964	267	15	.	.	PUNCT
ajceb-6964	267	16	leadership	leadership	NOUN
ajceb-6964	267	17	and	and	CCONJ
ajceb-6964	267	18	management	management	NOUN
ajceb-6964	267	19	in	in	ADP
ajceb-6964	267	20	engineering	engineering	NOUN
ajceb-6964	267	21	,	,	PUNCT
ajceb-6964	267	22	9(3	9(3	NUM
ajceb-6964	267	23	)	)	PUNCT
ajceb-6964	267	24	,	,	PUNCT
ajceb-6964	267	25	pp.112	pp.112	PROPN
ajceb-6964	267	26	-	-	X
ajceb-6964	267	27	14	14	NUM
ajceb-6964	267	28	.	.	PUNCT
ajceb-6964	268	1	https://doi	https://doi	PROPN
ajceb-6964	268	2	.	.	PUNCT
ajceb-6964	268	3	org/10.1061/(asce)1532	org/10.1061/(asce)1532	NOUN
ajceb-6964	268	4	-	-	PUNCT
ajceb-6964	268	5	6748(2009)9:3(112	6748(2009)9:3(112	PROPN
ajceb-6964	268	6	)	)	PUNCT
ajceb-6964	268	7	.	.	PUNCT
ajceb-6964	269	1	laryea	laryea	PROPN
ajceb-6964	269	2	,	,	PUNCT
ajceb-6964	269	3	s.	s.	PROPN
ajceb-6964	269	4	and	and	CCONJ
ajceb-6964	269	5	ibem	ibem	PROPN
ajceb-6964	269	6	,	,	PUNCT
ajceb-6964	269	7	e.o	e.o	PROPN
ajceb-6964	269	8	.	.	PROPN
ajceb-6964	269	9	,	,	PUNCT
ajceb-6964	269	10	2014	2014	NUM
ajceb-6964	269	11	.	.	PUNCT
ajceb-6964	270	1	patterns	pattern	NOUN
ajceb-6964	270	2	of	of	ADP
ajceb-6964	270	3	technological	technological	ADJ
ajceb-6964	270	4	innovation	innovation	NOUN
ajceb-6964	270	5	in	in	ADP
ajceb-6964	270	6	the	the	DET
ajceb-6964	270	7	use	use	NOUN
ajceb-6964	270	8	of	of	ADP
ajceb-6964	270	9	e	e	NOUN
ajceb-6964	270	10	-	-	NOUN
ajceb-6964	270	11	procurement	procurement	NOUN
ajceb-6964	270	12	in	in	ADP
ajceb-6964	270	13	construction	construction	NOUN
ajceb-6964	270	14	.	.	PUNCT
ajceb-6964	271	1	journal	journal	NOUN
ajceb-6964	271	2	of	of	ADP
ajceb-6964	271	3	information	information	NOUN
ajceb-6964	271	4	technology	technology	NOUN
ajceb-6964	271	5	in	in	ADP
ajceb-6964	271	6	construction	construction	NOUN
ajceb-6964	271	7	,	,	PUNCT
ajceb-6964	271	8	19	19	NUM
ajceb-6964	271	9	,	,	PUNCT
ajceb-6964	271	10	pp.104	pp.104	NOUN
ajceb-6964	271	11	-	-	PUNCT
ajceb-6964	271	12	25	25	NUM
ajceb-6964	271	13	.	.	PUNCT
ajceb-6964	272	1	http://www.itcon	http://www.itcon	PROPN
ajceb-6964	272	2	.	.	PUNCT
ajceb-6964	273	1	org/2014/6	org/2014/6	PROPN
ajceb-6964	273	2	.	.	PUNCT
ajceb-6964	274	1	le	le	PROPN
ajceb-6964	274	2	,	,	PUNCT
ajceb-6964	274	3	y.	y.	PROPN
ajceb-6964	274	4	,	,	PUNCT
ajceb-6964	274	5	shan	shan	PROPN
ajceb-6964	274	6	,	,	PUNCT
ajceb-6964	274	7	m.	m.	NOUN
ajceb-6964	274	8	,	,	PUNCT
ajceb-6964	274	9	chan	chan	PROPN
ajceb-6964	274	10	,	,	PUNCT
ajceb-6964	274	11	a.p	a.p	PROPN
ajceb-6964	274	12	.	.	PROPN
ajceb-6964	274	13	and	and	CCONJ
ajceb-6964	274	14	hu	hu	PROPN
ajceb-6964	274	15	,	,	PUNCT
ajceb-6964	274	16	y.	y.	PROPN
ajceb-6964	274	17	,	,	PUNCT
ajceb-6964	274	18	2014	2014	NUM
ajceb-6964	274	19	.	.	PUNCT
ajceb-6964	275	1	overview	overview	NOUN
ajceb-6964	275	2	of	of	ADP
ajceb-6964	275	3	corruption	corruption	NOUN
ajceb-6964	275	4	research	research	NOUN
ajceb-6964	275	5	in	in	ADP
ajceb-6964	275	6	construction	construction	NOUN
ajceb-6964	275	7	.	.	PUNCT
ajceb-6964	276	1	journal	journal	NOUN
ajceb-6964	276	2	of	of	ADP
ajceb-6964	276	3	engineering	engineering	NOUN
ajceb-6964	276	4	management	management	NOUN
ajceb-6964	276	5	,	,	PUNCT
ajceb-6964	276	6	143(8	143(8	NUM
ajceb-6964	276	7	)	)	PUNCT
ajceb-6964	276	8	,	,	PUNCT
ajceb-6964	276	9	pp	pp	ADJ
ajceb-6964	276	10	.	.	PUNCT
ajceb-6964	277	1	1	1	NUM
ajceb-6964	277	2	-	-	SYM
ajceb-6964	277	3	12	12	NUM
ajceb-6964	277	4	.	.	PUNCT
ajceb-6964	278	1	https://ascelibrary.org/	https://ascelibrary.org/	VERB
ajceb-6964	278	2	doi/10.1061/%28asce%29me.1943	doi/10.1061/%28asce%29me.1943	NOUN
ajceb-6964	278	3	-	-	SYM
ajceb-6964	278	4	5479.0000300	5479.0000300	NUM
ajceb-6964	278	5	.	.	PUNCT
ajceb-6964	279	1	legae	legae	NOUN
ajceb-6964	279	2	,	,	PUNCT
ajceb-6964	279	3	o.	o.	NOUN
ajceb-6964	279	4	and	and	CCONJ
ajceb-6964	279	5	adeyemi	adeyemi	ADV
ajceb-6964	279	6	,	,	PUNCT
ajceb-6964	279	7	a.y	a.y	PROPN
ajceb-6964	279	8	.	.	PROPN
ajceb-6964	279	9	,	,	PUNCT
ajceb-6964	279	10	2017	2017	NUM
ajceb-6964	279	11	.	.	PUNCT
ajceb-6964	280	1	a	a	DET
ajceb-6964	280	2	survey	survey	NOUN
ajceb-6964	280	3	of	of	ADP
ajceb-6964	280	4	the	the	DET
ajceb-6964	280	5	prevalent	prevalent	ADJ
ajceb-6964	280	6	forms	form	NOUN
ajceb-6964	280	7	of	of	ADP
ajceb-6964	280	8	corruption	corruption	NOUN
ajceb-6964	280	9	in	in	ADP
ajceb-6964	280	10	the	the	DET
ajceb-6964	280	11	construction	construction	NOUN
ajceb-6964	280	12	industry	industry	NOUN
ajceb-6964	280	13	in	in	ADP
ajceb-6964	280	14	botswana	botswana	PROPN
ajceb-6964	280	15	.	.	PUNCT
ajceb-6964	281	1	[	[	X
ajceb-6964	281	2	online	online	X
ajceb-6964	281	3	]	]	X
ajceb-6964	281	4	available	available	ADJ
ajceb-6964	281	5	at	at	ADP
ajceb-6964	281	6	:	:	PUNCT
ajceb-6964	281	7	https://cibw117.org/2017/07/19/a-survey-of-the-prevalentforms-of-corruption-in-the-construction-industry-in-botswana/.	https://cibw117.org/2017/07/19/a-survey-of-the-prevalentforms-of-corruption-in-the-construction-industry-in-botswana/.	X
ajceb-6964	282	1	[	[	X
ajceb-6964	282	2	accessed	access	VERB
ajceb-6964	282	3	7	7	NUM
ajceb-6964	282	4	june	june	PROPN
ajceb-6964	282	5	2019	2019	NUM
ajceb-6964	282	6	]	]	PUNCT
ajceb-6964	282	7	.	.	PUNCT
ajceb-6964	283	1	nawi	nawi	PROPN
ajceb-6964	283	2	,	,	PUNCT
ajceb-6964	283	3	m.n.m	m.n.m	NOUN
ajceb-6964	283	4	.	.	PUNCT
ajceb-6964	283	5	,	,	PUNCT
ajceb-6964	283	6	deraman	deraman	PROPN
ajceb-6964	283	7	,	,	PUNCT
ajceb-6964	283	8	r.	r.	PROPN
ajceb-6964	283	9	,	,	PUNCT
ajceb-6964	283	10	bamgbade	bamgbade	NOUN
ajceb-6964	283	11	,	,	PUNCT
ajceb-6964	283	12	j.a	j.a	PROPN
ajceb-6964	283	13	.	.	PROPN
ajceb-6964	283	14	,	,	PUNCT
ajceb-6964	283	15	zulhumadi	zulhumadi	PROPN
ajceb-6964	283	16	,	,	PUNCT
ajceb-6964	283	17	f.	f.	PROPN
ajceb-6964	283	18	and	and	CCONJ
ajceb-6964	283	19	riazi	riazi	PROPN
ajceb-6964	283	20	,	,	PUNCT
ajceb-6964	283	21	s.r.m	s.r.m	NOUN
ajceb-6964	283	22	.	.	PUNCT
ajceb-6964	283	23	,	,	PUNCT
ajceb-6964	283	24	2017	2017	NUM
ajceb-6964	283	25	.	.	PUNCT
ajceb-6964	284	1	e	e	X
ajceb-6964	284	2	-	-	NOUN
ajceb-6964	284	3	procurement	procurement	NOUN
ajceb-6964	284	4	in	in	ADP
ajceb-6964	284	5	malaysian	malaysian	ADJ
ajceb-6964	284	6	construction	construction	NOUN
ajceb-6964	284	7	industry	industry	NOUN
ajceb-6964	284	8	:	:	PUNCT
ajceb-6964	284	9	benefits	benefit	NOUN
ajceb-6964	284	10	and	and	CCONJ
ajceb-6964	284	11	challenges	challenge	NOUN
ajceb-6964	284	12	in	in	ADP
ajceb-6964	284	13	implementation	implementation	NOUN
ajceb-6964	284	14	.	.	PUNCT
ajceb-6964	285	1	international	international	ADJ
ajceb-6964	285	2	journal	journal	PROPN
ajceb-6964	285	3	of	of	ADP
ajceb-6964	285	4	supply	supply	NOUN
ajceb-6964	285	5	chain	chain	NOUN
ajceb-6964	285	6	management	management	NOUN
ajceb-6964	285	7	,	,	PUNCT
ajceb-6964	285	8	6(1	6(1	NUM
ajceb-6964	285	9	)	)	PUNCT
ajceb-6964	285	10	,	,	PUNCT
ajceb-6964	285	11	pp.209	pp.209	NOUN
ajceb-6964	285	12	-	-	PUNCT
ajceb-6964	285	13	13	13	NUM
ajceb-6964	285	14	.	.	PUNCT
ajceb-6964	286	1	neupane	neupane	PROPN
ajceb-6964	286	2	,	,	PUNCT
ajceb-6964	286	3	a.	a.	PROPN
ajceb-6964	286	4	,	,	PUNCT
ajceb-6964	286	5	soar	soar	VERB
ajceb-6964	286	6	,	,	PUNCT
ajceb-6964	286	7	j.	j.	PROPN
ajceb-6964	286	8	and	and	CCONJ
ajceb-6964	286	9	vaidya	vaidya	PROPN
ajceb-6964	286	10	,	,	PUNCT
ajceb-6964	286	11	k.	k.	PROPN
ajceb-6964	286	12	,	,	PUNCT
ajceb-6964	286	13	2012	2012	NUM
ajceb-6964	286	14	.	.	PUNCT
ajceb-6964	287	1	evaluating	evaluate	VERB
ajceb-6964	287	2	the	the	DET
ajceb-6964	287	3	anti‐corruption	anti‐corruption	NOUN
ajceb-6964	287	4	capabilities	capability	NOUN
ajceb-6964	287	5	of	of	ADP
ajceb-6964	287	6	public	public	NOUN
ajceb-6964	287	7	e‐procurement	e‐procurement	PUNCT
ajceb-6964	287	8	in	in	ADP
ajceb-6964	287	9	a	a	DET
ajceb-6964	287	10	developing	develop	VERB
ajceb-6964	287	11	country	country	NOUN
ajceb-6964	287	12	.	.	PUNCT
ajceb-6964	288	1	the	the	DET
ajceb-6964	288	2	electronic	electronic	ADJ
ajceb-6964	288	3	journal	journal	NOUN
ajceb-6964	288	4	of	of	ADP
ajceb-6964	288	5	information	information	NOUN
ajceb-6964	288	6	systems	system	NOUN
ajceb-6964	288	7	in	in	ADP
ajceb-6964	288	8	developing	develop	VERB
ajceb-6964	288	9	countries	country	NOUN
ajceb-6964	288	10	,	,	PUNCT
ajceb-6964	288	11	5(1	5(1	NUM
ajceb-6964	288	12	)	)	PUNCT
ajceb-6964	288	13	,	,	PUNCT
ajceb-6964	288	14	pp.1	pp.1	NOUN
ajceb-6964	288	15	-	-	PUNCT
ajceb-6964	288	16	17	17	NUM
ajceb-6964	288	17	.	.	PUNCT
ajceb-6964	289	1	https://doi.org/10.1002/j.1681-4835.2012.tb00390.x	https://doi.org/10.1002/j.1681-4835.2012.tb00390.x	PROPN
ajceb-6964	289	2	oecd	oecd	PROPN
ajceb-6964	289	3	,	,	PUNCT
ajceb-6964	289	4	2016	2016	NUM
ajceb-6964	289	5	,	,	PUNCT
ajceb-6964	289	6	preventing	prevent	VERB
ajceb-6964	289	7	corruption	corruption	NOUN
ajceb-6964	289	8	in	in	ADP
ajceb-6964	289	9	public	public	ADJ
ajceb-6964	289	10	procurement	procurement	NOUN
ajceb-6964	289	11	.	.	PUNCT
ajceb-6964	290	1	[	[	X
ajceb-6964	290	2	online	online	X
ajceb-6964	290	3	]	]	X
ajceb-6964	290	4	available	available	ADJ
ajceb-6964	290	5	at	at	ADP
ajceb-6964	290	6	:	:	PUNCT
ajceb-6964	290	7	www.oecd.org/gov/	www.oecd.org/gov/	PROPN
ajceb-6964	290	8	public	public	ADJ
ajceb-6964	290	9	-	-	PUNCT
ajceb-6964	290	10	procurement/.	procurement/.	NOUN
ajceb-6964	290	11	[	[	X
ajceb-6964	290	12	accessed	access	VERB
ajceb-6964	290	13	2	2	NUM
ajceb-6964	290	14	june	june	PROPN
ajceb-6964	290	15	2019	2019	NUM
ajceb-6964	290	16	]	]	PUNCT
ajceb-6964	290	17	.	.	PUNCT
ajceb-6964	291	1	osei	osei	PROPN
ajceb-6964	291	2	-	-	PUNCT
ajceb-6964	291	3	tutu	tutu	PROPN
ajceb-6964	291	4	,	,	PUNCT
ajceb-6964	291	5	e.	e.	PROPN
ajceb-6964	291	6	,	,	PUNCT
ajceb-6964	291	7	badu	badu	VERB
ajceb-6964	291	8	,	,	PUNCT
ajceb-6964	291	9	e.	e.	PROPN
ajceb-6964	291	10	and	and	CCONJ
ajceb-6964	291	11	owusu‐manu	owusu‐manu	PROPN
ajceb-6964	291	12	,	,	PUNCT
ajceb-6964	291	13	d.	d.	PROPN
ajceb-6964	291	14	,	,	PUNCT
ajceb-6964	291	15	2010	2010	NUM
ajceb-6964	291	16	.	.	PUNCT
ajceb-6964	292	1	exploring	explore	VERB
ajceb-6964	292	2	corruption	corruption	NOUN
ajceb-6964	292	3	practices	practice	NOUN
ajceb-6964	292	4	in	in	ADP
ajceb-6964	292	5	public	public	ADJ
ajceb-6964	292	6	procurement	procurement	NOUN
ajceb-6964	292	7	of	of	ADP
ajceb-6964	292	8	infrastructural	infrastructural	ADJ
ajceb-6964	292	9	projects	project	NOUN
ajceb-6964	292	10	in	in	ADP
ajceb-6964	292	11	ghana	ghana	PROPN
ajceb-6964	292	12	.	.	PUNCT
ajceb-6964	293	1	international	international	ADJ
ajceb-6964	293	2	journal	journal	NOUN
ajceb-6964	293	3	of	of	ADP
ajceb-6964	293	4	managing	manage	VERB
ajceb-6964	293	5	projects	project	NOUN
ajceb-6964	293	6	in	in	ADP
ajceb-6964	293	7	project	project	NOUN
ajceb-6964	293	8	delivery	delivery	NOUN
ajceb-6964	293	9	,	,	PUNCT
ajceb-6964	293	10	3(2	3(2	NUM
ajceb-6964	293	11	)	)	PUNCT
ajceb-6964	293	12	,	,	PUNCT
ajceb-6964	293	13	pp.236	pp.236	PROPN
ajceb-6964	293	14	-	-	PROPN
ajceb-6964	293	15	56	56	NUM
ajceb-6964	293	16	.	.	PUNCT
ajceb-6964	294	1	http://dx.doi.org/10.1108/14635770810915940	http://dx.doi.org/10.1108/14635770810915940	NOUN
ajceb-6964	294	2	.	.	PUNCT
ajceb-6964	295	1	oyewobi	oyewobi	PROPN
ajceb-6964	295	2	,	,	PUNCT
ajceb-6964	295	3	l.o	l.o	PROPN
ajceb-6964	295	4	.	.	PROPN
ajceb-6964	295	5	,	,	PUNCT
ajceb-6964	295	6	ganiyu	ganiyu	PROPN
ajceb-6964	295	7	,	,	PUNCT
ajceb-6964	295	8	b.o	b.o	PROPN
ajceb-6964	295	9	.	.	PROPN
ajceb-6964	295	10	,	,	PUNCT
ajceb-6964	295	11	oke	oke	PROPN
ajceb-6964	295	12	,	,	PUNCT
ajceb-6964	295	13	a.a	a.a	PROPN
ajceb-6964	295	14	.	.	PROPN
ajceb-6964	295	15	,	,	PUNCT
ajceb-6964	295	16	ola	ola	PROPN
ajceb-6964	295	17	-	-	PUNCT
ajceb-6964	295	18	awo	awo	PROPN
ajceb-6964	295	19	,	,	PUNCT
ajceb-6964	295	20	a.w	a.w	PROPN
ajceb-6964	295	21	.	.	PROPN
ajceb-6964	295	22	and	and	CCONJ
ajceb-6964	295	23	shittu	shittu	PROPN
ajceb-6964	295	24	,	,	PUNCT
ajceb-6964	295	25	a.a	a.a	PROPN
ajceb-6964	295	26	.	.	PROPN
ajceb-6964	295	27	,	,	PUNCT
ajceb-6964	295	28	2011	2011	NUM
ajceb-6964	295	29	.	.	PUNCT
ajceb-6964	296	1	determinants	determinant	NOUN
ajceb-6964	296	2	of	of	ADP
ajceb-6964	296	3	unethical	unethical	ADJ
ajceb-6964	296	4	performance	performance	NOUN
ajceb-6964	296	5	in	in	ADP
ajceb-6964	296	6	nigerian	nigerian	ADJ
ajceb-6964	296	7	construction	construction	NOUN
ajceb-6964	296	8	industry	industry	NOUN
ajceb-6964	296	9	.	.	PUNCT
ajceb-6964	297	1	journal	journal	NOUN
ajceb-6964	297	2	of	of	ADP
ajceb-6964	297	3	sustainable	sustainable	ADJ
ajceb-6964	297	4	development	development	NOUN
ajceb-6964	297	5	,	,	PUNCT
ajceb-6964	297	6	4(4	4(4	NUM
ajceb-6964	297	7	)	)	PUNCT
ajceb-6964	297	8	,	,	PUNCT
ajceb-6964	297	9	pp.175	pp.175	PROPN
ajceb-6964	297	10	-	-	SYM
ajceb-6964	297	11	82	82	NUM
ajceb-6964	297	12	.	.	PUNCT
ajceb-6964	298	1	owusu	owusu	PROPN
ajceb-6964	298	2	,	,	PUNCT
ajceb-6964	298	3	e.k	e.k	PROPN
ajceb-6964	298	4	..	..	PROPN
ajceb-6964	298	5	,	,	PUNCT
ajceb-6964	298	6	shan	shan	ADJ
ajceb-6964	298	7	,	,	PUNCT
ajceb-6964	298	8	m.	m.	NOUN
ajceb-6964	298	9	and	and	CCONJ
ajceb-6964	298	10	chan	chan	PROPN
ajceb-6964	298	11	,	,	PUNCT
ajceb-6964	298	12	a.p.c	a.p.c	PROPN
ajceb-6964	298	13	.	.	PROPN
ajceb-6964	298	14	,	,	PUNCT
ajceb-6964	298	15	2017	2017	NUM
ajceb-6964	298	16	.	.	PUNCT
ajceb-6964	299	1	casual	casual	ADJ
ajceb-6964	299	2	factors	factor	NOUN
ajceb-6964	299	3	of	of	ADP
ajceb-6964	299	4	corruption	corruption	NOUN
ajceb-6964	299	5	in	in	ADP
ajceb-6964	299	6	construction	construction	NOUN
ajceb-6964	299	7	project	project	NOUN
ajceb-6964	299	8	management	management	NOUN
ajceb-6964	299	9	:	:	PUNCT
ajceb-6964	299	10	an	an	DET
ajceb-6964	299	11	overview	overview	NOUN
ajceb-6964	299	12	.	.	PUNCT
ajceb-6964	300	1	science	science	NOUN
ajceb-6964	300	2	and	and	CCONJ
ajceb-6964	300	3	engineering	engineering	NOUN
ajceb-6964	300	4	ethics	ethic	NOUN
ajceb-6964	300	5	,	,	PUNCT
ajceb-6964	300	6	doi	doi	X
ajceb-6964	300	7	10.1007	10.1007	NUM
ajceb-6964	300	8	/	/	SYM
ajceb-6964	300	9	s11948	s11948	NOUN
ajceb-6964	300	10	-	-	PUNCT
ajceb-6964	300	11	017	017	NUM
ajceb-6964	300	12	-	-	PUNCT
ajceb-6964	300	13	0002	0002	NUM
ajceb-6964	300	14	-	-	PUNCT
ajceb-6964	300	15	4	4	NUM
ajceb-6964	300	16	.	.	PUNCT
ajceb-6964	300	17	owusu	owusu	PROPN
ajceb-6964	300	18	,	,	PUNCT
ajceb-6964	300	19	e.k	e.k	PROPN
ajceb-6964	300	20	.	.	PROPN
ajceb-6964	300	21	,	,	PUNCT
ajceb-6964	300	22	chan	chan	PROPN
ajceb-6964	300	23	,	,	PUNCT
ajceb-6964	300	24	a.p.c	a.p.c	PROPN
ajceb-6964	300	25	.	.	PROPN
ajceb-6964	300	26	,	,	PUNCT
ajceb-6964	300	27	degraft	degraft	PROPN
ajceb-6964	300	28	,	,	PUNCT
ajceb-6964	300	29	o.	o.	PROPN
ajceb-6964	300	30	,	,	PUNCT
ajceb-6964	300	31	amaeyaw	amaeyaw	PROPN
ajceb-6964	300	32	,	,	PUNCT
ajceb-6964	300	33	e.e	e.e	PROPN
ajceb-6964	300	34	.	.	PROPN
ajceb-6964	300	35	and	and	CCONJ
ajceb-6964	300	36	robert	robert	PROPN
ajceb-6964	300	37	.	.	PROPN
ajceb-6964	300	38	o.	o.	PROPN
ajceb-6964	300	39	,	,	PUNCT
ajceb-6964	300	40	2019	2019	NUM
ajceb-6964	300	41	.	.	PUNCT
ajceb-6964	301	1	contemporary	contemporary	ADJ
ajceb-6964	301	2	review	review	NOUN
ajceb-6964	301	3	of	of	ADP
ajceb-6964	301	4	anti	anti	ADJ
ajceb-6964	301	5	-	-	ADJ
ajceb-6964	301	6	corruption	corruption	ADJ
ajceb-6964	301	7	capabilities	capability	NOUN
ajceb-6964	301	8	in	in	ADP
ajceb-6964	301	9	construction	construction	NOUN
ajceb-6964	301	10	project	project	NOUN
ajceb-6964	301	11	management	management	NOUN
ajceb-6964	301	12	.	.	PUNCT
ajceb-6964	302	1	project	project	NOUN
ajceb-6964	302	2	management	management	NOUN
ajceb-6964	302	3	journal	journal	NOUN
ajceb-6964	302	4	,	,	PUNCT
ajceb-6964	302	5	50(1	50(1	PROPN
ajceb-6964	302	6	)	)	PUNCT
ajceb-6964	302	7	,	,	PUNCT
ajceb-6964	302	8	pp.40	pp.40	NOUN
ajceb-6964	302	9	-	-	SYM
ajceb-6964	302	10	56	56	NUM
ajceb-6964	302	11	.	.	PUNCT
ajceb-6964	302	12	https://doi.org/10.1177/8756972818808983	https://doi.org/10.1177/8756972818808983	NOUN
ajceb-6964	302	13	.	.	PUNCT
ajceb-6964	303	1	pallant	pallant	PROPN
ajceb-6964	303	2	,	,	PUNCT
ajceb-6964	303	3	j.	j.	PROPN
ajceb-6964	303	4	,	,	PUNCT
ajceb-6964	303	5	2011	2011	NUM
ajceb-6964	303	6	.	.	PUNCT
ajceb-6964	304	1	spss	spss	PROPN
ajceb-6964	304	2	survival	survival	PROPN
ajceb-6964	304	3	manual	manual	NOUN
ajceb-6964	304	4	-	-	PUNCT
ajceb-6964	304	5	a	a	DET
ajceb-6964	304	6	step	step	NOUN
ajceb-6964	304	7	by	by	ADP
ajceb-6964	304	8	step	step	NOUN
ajceb-6964	304	9	guide	guide	NOUN
ajceb-6964	304	10	to	to	ADP
ajceb-6964	304	11	data	datum	NOUN
ajceb-6964	304	12	analysis	analysis	NOUN
ajceb-6964	304	13	using	use	VERB
ajceb-6964	304	14	spss	spss	PROPN
ajceb-6964	304	15	.	.	PUNCT
ajceb-6964	305	1	4th	4th	ADJ
ajceb-6964	305	2	ed	ed	NOUN
ajceb-6964	305	3	.	.	PUNCT
ajceb-6964	305	4	australia	australia	PROPN
ajceb-6964	305	5	:	:	PUNCT
ajceb-6964	306	1	allen	allen	PROPN
ajceb-6964	306	2	and	and	CCONJ
ajceb-6964	306	3	unwin	unwin	PROPN
ajceb-6964	306	4	.	.	PUNCT
ajceb-6964	307	1	pathak	pathak	PROPN
ajceb-6964	307	2	,	,	PUNCT
ajceb-6964	307	3	r.d	r.d	PROPN
ajceb-6964	307	4	.	.	PROPN
ajceb-6964	307	5	,	,	PUNCT
ajceb-6964	307	6	naz	naz	PROPN
ajceb-6964	307	7	,	,	PUNCT
ajceb-6964	307	8	r.	r.	PROPN
ajceb-6964	307	9	,	,	PUNCT
ajceb-6964	307	10	rahman	rahman	PROPN
ajceb-6964	307	11	,	,	PUNCT
ajceb-6964	307	12	m.h	m.h	PROPN
ajceb-6964	307	13	.	.	PROPN
ajceb-6964	307	14	,	,	PUNCT
ajceb-6964	307	15	smith	smith	PROPN
ajceb-6964	307	16	,	,	PUNCT
ajceb-6964	307	17	r.f.i	r.f.i	ADJ
ajceb-6964	307	18	.	.	PUNCT
ajceb-6964	307	19	and	and	CCONJ
ajceb-6964	307	20	agarwal	agarwal	PROPN
ajceb-6964	307	21	,	,	PUNCT
ajceb-6964	307	22	k.n	k.n	PROPN
ajceb-6964	307	23	.	.	PROPN
ajceb-6964	307	24	,	,	PUNCT
ajceb-6964	307	25	2009	2009	NUM
ajceb-6964	307	26	.	.	PUNCT
ajceb-6964	308	1	e	e	X
ajceb-6964	308	2	-	-	NOUN
ajceb-6964	308	3	governance	governance	NOUN
ajceb-6964	308	4	to	to	PART
ajceb-6964	308	5	cut	cut	VERB
ajceb-6964	308	6	corruption	corruption	NOUN
ajceb-6964	308	7	in	in	ADP
ajceb-6964	308	8	public	public	ADJ
ajceb-6964	308	9	service	service	NOUN
ajceb-6964	308	10	delivery	delivery	NOUN
ajceb-6964	308	11	:	:	PUNCT
ajceb-6964	308	12	a	a	DET
ajceb-6964	308	13	case	case	NOUN
ajceb-6964	308	14	study	study	NOUN
ajceb-6964	308	15	of	of	ADP
ajceb-6964	308	16	fiji	fiji	PROPN
ajceb-6964	308	17	.	.	PUNCT
ajceb-6964	309	1	international	international	ADJ
ajceb-6964	309	2	journal	journal	PROPN
ajceb-6964	309	3	of	of	ADP
ajceb-6964	309	4	public	public	ADJ
ajceb-6964	309	5	administration	administration	NOUN
ajceb-6964	309	6	,	,	PUNCT
ajceb-6964	309	7	32(5	32(5	NUM
ajceb-6964	309	8	)	)	PUNCT
ajceb-6964	309	9	,	,	PUNCT
ajceb-6964	309	10	pp.415	pp.415	NOUN
ajceb-6964	309	11	-	-	PUNCT
ajceb-6964	309	12	37	37	NUM
ajceb-6964	309	13	.	.	PUNCT
ajceb-6964	310	1	https://doi.org/10.1080/01900690902799482	https://doi.org/10.1080/01900690902799482	PROPN
ajceb-6964	310	2	.	.	PUNCT
ajceb-6964	310	3	pictet	pictet	PROPN
ajceb-6964	310	4	,	,	PUNCT
ajceb-6964	310	5	j.	j.	PROPN
ajceb-6964	310	6	&	&	CCONJ
ajceb-6964	310	7	bollinger	bollinger	PROPN
ajceb-6964	310	8	,	,	PUNCT
ajceb-6964	310	9	d.	d.	PROPN
ajceb-6964	310	10	2008	2008	NUM
ajceb-6964	310	11	.	.	PUNCT
ajceb-6964	311	1	extended	extend	VERB
ajceb-6964	311	2	use	use	NOUN
ajceb-6964	311	3	of	of	ADP
ajceb-6964	311	4	the	the	DET
ajceb-6964	311	5	cards	card	NOUN
ajceb-6964	311	6	procedure	procedure	NOUN
ajceb-6964	311	7	as	as	ADP
ajceb-6964	311	8	a	a	DET
ajceb-6964	311	9	simple	simple	ADJ
ajceb-6964	311	10	elicitation	elicitation	NOUN
ajceb-6964	311	11	technique	technique	NOUN
ajceb-6964	311	12	for	for	ADP
ajceb-6964	311	13	mavt	mavt	NOUN
ajceb-6964	311	14	.	.	PUNCT
ajceb-6964	312	1	application	application	NOUN
ajceb-6964	312	2	to	to	ADP
ajceb-6964	312	3	public	public	ADJ
ajceb-6964	312	4	procurement	procurement	NOUN
ajceb-6964	312	5	in	in	ADP
ajceb-6964	312	6	switzerland	switzerland	PROPN
ajceb-6964	312	7	.	.	PUNCT
ajceb-6964	313	1	european	european	PROPN
ajceb-6964	313	2	journal	journal	PROPN
ajceb-6964	313	3	of	of	ADP
ajceb-6964	313	4	operational	operational	ADJ
ajceb-6964	313	5	research	research	NOUN
ajceb-6964	313	6	,	,	PUNCT
ajceb-6964	313	7	185	185	NUM
ajceb-6964	313	8	(	(	PUNCT
ajceb-6964	313	9	3	3	NUM
ajceb-6964	313	10	)	)	PUNCT
ajceb-6964	313	11	,	,	PUNCT
ajceb-6964	313	12	pp	pp	PROPN
ajceb-6964	313	13	.	.	PUNCT
ajceb-6964	314	1	1300	1300	NUM
ajceb-6964	314	2	-	-	SYM
ajceb-6964	314	3	1307	1307	NUM
ajceb-6964	314	4	.	.	PUNCT
ajceb-6964	315	1	exploring	explore	VERB
ajceb-6964	315	2	anti	anti	ADJ
ajceb-6964	315	3	-	-	ADJ
ajceb-6964	315	4	corruption	corruption	ADJ
ajceb-6964	315	5	capabilities	capability	NOUN
ajceb-6964	315	6	of	of	ADP
ajceb-6964	315	7	e	e	NOUN
ajceb-6964	315	8	-	-	NOUN
ajceb-6964	315	9	procurement	procurement	NOUN
ajceb-6964	315	10	in	in	ADP
ajceb-6964	315	11	construction	construction	NOUN
ajceb-6964	315	12	project	project	NOUN
ajceb-6964	315	13	delivery	delivery	NOUN
ajceb-6964	315	14	in	in	ADP
ajceb-6964	315	15	nigeria	nigeria	PROPN
ajceb-6964	315	16	construction	construction	NOUN
ajceb-6964	315	17	economics	economic	NOUN
ajceb-6964	315	18	and	and	CCONJ
ajceb-6964	315	19	building	building	NOUN
ajceb-6964	315	20	,	,	PUNCT
ajceb-6964	315	21	vol	vol	NOUN
ajceb-6964	315	22	.	.	PROPN
ajceb-6964	315	23	20	20	NUM
ajceb-6964	315	24	,	,	PUNCT
ajceb-6964	315	25	no	no	INTJ
ajceb-6964	315	26	.	.	NOUN
ajceb-6964	315	27	1	1	NUM
ajceb-6964	315	28	,	,	PUNCT
ajceb-6964	315	29	march	march	PROPN
ajceb-6964	315	30	202075	202075	NUM
ajceb-6964	315	31	http://documents.worldbank.org/curated/en/571281468137721953/construction-corruption-and-developing-countries	http://documents.worldbank.org/curated/en/571281468137721953/construction-corruption-and-developing-countrie	VERB
ajceb-6964	315	32	http://documents.worldbank.org/curated/en/571281468137721953/construction-corruption-and-developing-countries	http://documents.worldbank.org/curated/en/571281468137721953/construction-corruption-and-developing-countries	PROPN
ajceb-6964	315	33	https://doi.org/10.1061/(asce)1532-6748(2009)9:3(112	https://doi.org/10.1061/(asce)1532-6748(2009)9:3(112	PROPN
ajceb-6964	315	34	)	)	PUNCT
ajceb-6964	315	35	https://doi.org/10.1061/(asce)1532-6748(2009)9:3(112	https://doi.org/10.1061/(asce)1532-6748(2009)9:3(112	PROPN
ajceb-6964	315	36	)	)	PUNCT
ajceb-6964	316	1	http://www.itcon.org/2014/6	http://www.itcon.org/2014/6	PROPN
ajceb-6964	317	1	http://www.itcon.org/2014/6	http://www.itcon.org/2014/6	INTJ
ajceb-6964	318	1	https://ascelibrary.org/doi/10.1061/%28asce%29me.1943-5479.0000300	https://ascelibrary.org/doi/10.1061/%28asce%29me.1943-5479.0000300	X
ajceb-6964	318	2	https://ascelibrary.org/doi/10.1061/%28asce%29me.1943-5479.0000300	https://ascelibrary.org/doi/10.1061/%28asce%29me.1943-5479.0000300	X
ajceb-6964	318	3	https://cibw117.org/2017/07/19/a-survey-of-the-prevalent-forms-of-corruption-in-the-construction-industry-in-botswana/	https://cibw117.org/2017/07/19/a-survey-of-the-prevalent-forms-of-corruption-in-the-construction-industry-in-botswana/	NOUN
ajceb-6964	318	4	https://cibw117.org/2017/07/19/a-survey-of-the-prevalent-forms-of-corruption-in-the-construction-industry-in-botswana/	https://cibw117.org/2017/07/19/a-survey-of-the-prevalent-forms-of-corruption-in-the-construction-industry-in-botswana/	PROPN
ajceb-6964	319	1	https://doi.org/10.1002/j.1681-4835.2012.tb00390.x	https://doi.org/10.1002/j.1681-4835.2012.tb00390.x	PROPN
ajceb-6964	320	1	http://www.oecd.org/gov/public-procurement/	http://www.oecd.org/gov/public-procurement/	PROPN
ajceb-6964	320	2	http://www.oecd.org/gov/public-procurement/	http://www.oecd.org/gov/public-procurement/	PROPN
ajceb-6964	320	3	https://www.emeraldinsight.com/author/osei-tutu%2c+e	https://www.emeraldinsight.com/author/osei-tutu%2c+e	NOUN
ajceb-6964	320	4	https://www.emeraldinsight.com/author/badu%2c+e	https://www.emeraldinsight.com/author/badu%2c+e	NOUN
ajceb-6964	320	5	https://www.emeraldinsight.com/author/owusu-manu%2c+d	https://www.emeraldinsight.com/author/owusu-manu%2c+d	PROPN
ajceb-6964	320	6	http://dx.doi.org/10.1108/14635770810915940	http://dx.doi.org/10.1108/14635770810915940	NOUN
ajceb-6964	320	7	https://doi.org/10.1177%2f8756972818808983	https://doi.org/10.1177%2f8756972818808983	PROPN
ajceb-6964	320	8	https://doi.org/10.1080/01900690902799482	https://doi.org/10.1080/01900690902799482	PROPN
ajceb-6964	320	9	stansbury	stansbury	NOUN
ajceb-6964	320	10	,	,	PUNCT
ajceb-6964	320	11	n.	n.	NOUN
ajceb-6964	320	12	2005.exposing	2005.expose	VERB
ajceb-6964	320	13	the	the	DET
ajceb-6964	320	14	foundations	foundation	NOUN
ajceb-6964	320	15	of	of	ADP
ajceb-6964	320	16	corruption	corruption	NOUN
ajceb-6964	320	17	in	in	ADP
ajceb-6964	320	18	construction	construction	NOUN
ajceb-6964	320	19	.	.	PUNCT
ajceb-6964	321	1	in	in	ADP
ajceb-6964	321	2	global	global	ADJ
ajceb-6964	321	3	corruption	corruption	NOUN
ajceb-6964	321	4	report	report	NOUN
ajceb-6964	321	5	(	(	PUNCT
ajceb-6964	321	6	2005	2005	NUM
ajceb-6964	321	7	)	)	PUNCT
ajceb-6964	321	8	special	special	ADJ
ajceb-6964	321	9	focus	focus	NOUN
ajceb-6964	321	10	:	:	PUNCT
ajceb-6964	321	11	corruption	corruption	NOUN
ajceb-6964	321	12	in	in	ADP
ajceb-6964	321	13	construction	construction	NOUN
ajceb-6964	321	14	and	and	CCONJ
ajceb-6964	321	15	post	post	VERB
ajceb-6964	321	16	conflict	conflict	NOUN
ajceb-6964	321	17	reconstruction	reconstruction	NOUN
ajceb-6964	321	18	.	.	PUNCT
ajceb-6964	322	1	pluto	pluto	PROPN
ajceb-6964	322	2	press	press	PROPN
ajceb-6964	322	3	,	,	PUNCT
ajceb-6964	322	4	london	london	PROPN
ajceb-6964	322	5	.	.	PUNCT
ajceb-6964	323	1	sohail	sohail	PROPN
ajceb-6964	323	2	,	,	PUNCT
ajceb-6964	323	3	m.	m.	NOUN
ajceb-6964	323	4	and	and	CCONJ
ajceb-6964	323	5	cavill	cavill	PROPN
ajceb-6964	323	6	,	,	PUNCT
ajceb-6964	323	7	s.	s.	PROPN
ajceb-6964	323	8	,	,	PUNCT
ajceb-6964	323	9	2008	2008	NUM
ajceb-6964	323	10	.	.	PUNCT
ajceb-6964	324	1	accountability	accountability	NOUN
ajceb-6964	324	2	to	to	PART
ajceb-6964	324	3	prevent	prevent	VERB
ajceb-6964	324	4	corruption	corruption	NOUN
ajceb-6964	324	5	in	in	ADP
ajceb-6964	324	6	construction	construction	NOUN
ajceb-6964	324	7	projects	project	NOUN
ajceb-6964	324	8	.	.	PUNCT
ajceb-6964	325	1	journal	journal	NOUN
ajceb-6964	325	2	of	of	ADP
ajceb-6964	325	3	construction	construction	NOUN
ajceb-6964	325	4	engineering	engineering	NOUN
ajceb-6964	325	5	and	and	CCONJ
ajceb-6964	325	6	management	management	NOUN
ajceb-6964	325	7	,	,	PUNCT
ajceb-6964	325	8	134(9	134(9	NUM
ajceb-6964	325	9	)	)	PUNCT
ajceb-6964	325	10	,	,	PUNCT
ajceb-6964	325	11	pp.729	pp.729	PROPN
ajceb-6964	325	12	-	-	SYM
ajceb-6964	325	13	38	38	NUM
ajceb-6964	325	14	.	.	PUNCT
ajceb-6964	326	1	tindsley	tindsley	PROPN
ajceb-6964	326	2	,	,	PUNCT
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ajceb-6964	326	4	and	and	CCONJ
ajceb-6964	326	5	stephenson	stephenson	PROPN
ajceb-6964	326	6	,	,	PUNCT
ajceb-6964	326	7	p.	p.	PROPN
ajceb-6964	326	8	,	,	PUNCT
ajceb-6964	326	9	2008	2008	NUM
ajceb-6964	326	10	.	.	PUNCT
ajceb-6964	327	1	e	e	X
ajceb-6964	327	2	-	-	ADJ
ajceb-6964	327	3	tendering	tendering	ADJ
ajceb-6964	327	4	process	process	NOUN
ajceb-6964	327	5	within	within	ADP
ajceb-6964	327	6	construction	construction	NOUN
ajceb-6964	327	7	:	:	PUNCT
ajceb-6964	327	8	a	a	DET
ajceb-6964	327	9	uk	uk	PROPN
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ajceb-6964	327	11	.	.	PUNCT
ajceb-6964	328	1	tsinghua	tsinghua	PROPN
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ajceb-6964	328	3	and	and	CCONJ
ajceb-6964	328	4	technology	technology	NOUN
ajceb-6964	328	5	,	,	PUNCT
ajceb-6964	328	6	13	13	NUM
ajceb-6964	328	7	,	,	PUNCT
ajceb-6964	328	8	pp.273	pp.273	NOUN
ajceb-6964	328	9	-	-	PUNCT
ajceb-6964	328	10	78	78	NUM
ajceb-6964	328	11	.	.	PUNCT
ajceb-6964	329	1	[	[	X
ajceb-6964	329	2	online	online	X
ajceb-6964	329	3	]	]	X
ajceb-6964	329	4	available	available	ADJ
ajceb-6964	329	5	at	at	ADP
ajceb-6964	329	6	:	:	PUNCT
ajceb-6964	329	7	https://ieeexplore.ieee.org/	https://ieeexplore.ieee.org/	NOUN
ajceb-6964	329	8	document/6072992/.	document/6072992/.	PROPN
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ajceb-6964	329	10	international	international	NOUN
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ajceb-6964	329	12	2013	2013	NUM
ajceb-6964	329	13	.	.	PUNCT
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ajceb-6964	330	5	.	.	PUNCT
ajceb-6964	331	1	[	[	X
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ajceb-6964	331	5	at	at	ADP
ajceb-6964	331	6	:	:	PUNCT
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ajceb-6964	331	8	.	.	PUNCT
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ajceb-6964	333	1	[	[	X
ajceb-6964	333	2	accessed	access	VERB
ajceb-6964	333	3	27	27	NUM
ajceb-6964	333	4	may	may	PROPN
ajceb-6964	333	5	2015	2015	NUM
ajceb-6964	333	6	]	]	PUNCT
ajceb-6964	333	7	.	.	PUNCT
ajceb-6964	334	1	transparency	transparency	NOUN
ajceb-6964	334	2	international	international	PROPN
ajceb-6964	334	3	,	,	PUNCT
ajceb-6964	334	4	2019	2019	NUM
ajceb-6964	334	5	.	.	PUNCT
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ajceb-6964	335	2	perception	perception	NOUN
ajceb-6964	335	3	index	index	NOUN
ajceb-6964	335	4	(	(	PUNCT
ajceb-6964	335	5	2106	2106	NUM
ajceb-6964	335	6	)	)	PUNCT
ajceb-6964	335	7	.	.	PUNCT
ajceb-6964	336	1	[	[	X
ajceb-6964	336	2	online	online	X
ajceb-6964	336	3	]	]	X
ajceb-6964	336	4	available	available	ADJ
ajceb-6964	336	5	at	at	ADP
ajceb-6964	336	6	:	:	PUNCT
ajceb-6964	336	7	https://	https://	PROPN
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ajceb-6964	336	9	.	.	PUNCT
ajceb-6964	337	1	[	[	X
ajceb-6964	337	2	accessed	access	VERB
ajceb-6964	337	3	1	1	NUM
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ajceb-6964	337	5	2020	2020	NUM
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ajceb-6964	337	7	.	.	PUNCT
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ajceb-6964	339	4	the	the	DET
ajceb-6964	339	5	australian	australian	ADJ
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ajceb-6964	339	8	:	:	PUNCT
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ajceb-6964	340	5	.	.	PUNCT
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ajceb-6964	342	7	sector	sector	NOUN
ajceb-6964	342	8	.	.	PUNCT
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ajceb-6964	343	7	,	,	PUNCT
ajceb-6964	343	8	14(4	14(4	NUM
ajceb-6964	343	9	)	)	PUNCT
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ajceb-6964	343	12	-	-	SYM
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ajceb-6964	343	14	.	.	PUNCT
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ajceb-6964	344	4	,	,	PUNCT
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ajceb-6964	344	6	.	.	PUNCT
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ajceb-6964	345	7	urban	urban	ADJ
ajceb-6964	345	8	development	development	NOUN
ajceb-6964	345	9	.	.	PUNCT
ajceb-6964	346	1	geneva	geneva	PROPN
ajceb-6964	346	2	.	.	PUNCT
ajceb-6964	346	3	available	available	ADJ
ajceb-6964	346	4	at	at	ADP
ajceb-6964	346	5	:	:	PUNCT
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ajceb-6964	346	7	.	.	PUNCT
ajceb-6964	347	1	[	[	X
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ajceb-6964	347	7	.	.	PUNCT
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ajceb-6964	348	2	,	,	PUNCT
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ajceb-6964	348	13	,	,	PUNCT
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ajceb-6964	348	20	,	,	PUNCT
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ajceb-6964	348	22	,	,	PUNCT
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ajceb-6964	348	24	and	and	CCONJ
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ajceb-6964	348	26	,	,	PUNCT
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ajceb-6964	349	3	in	in	ADP
ajceb-6964	349	4	e	e	NOUN
ajceb-6964	349	5	-	-	ADJ
ajceb-6964	349	6	tendering	tendering	ADJ
ajceb-6964	349	7	process	process	NOUN
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ajceb-6964	350	8	,	,	PUNCT
ajceb-6964	350	9	70(1	70(1	NOUN
ajceb-6964	350	10	)	)	PUNCT
ajceb-6964	350	11	,	,	PUNCT
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ajceb-6964	350	13	-	-	PUNCT
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ajceb-6964	351	4	.	.	PUNCT
ajceb-6964	351	5	,	,	PUNCT
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ajceb-6964	351	7	.	.	PUNCT
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ajceb-6964	352	2	for	for	ADP
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ajceb-6964	352	5	in	in	ADP
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ajceb-6964	352	8	industry	industry	NOUN
ajceb-6964	352	9	in	in	ADP
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ajceb-6964	355	5	-	-	NOUN
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ajceb-6964	355	12	:	:	PUNCT
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ajceb-6964	355	17	,	,	PUNCT
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ajceb-6964	356	7	,	,	PUNCT
ajceb-6964	356	8	5(2	5(2	NUM
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